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...must extend their research to cover following areas: 1) Introduction to Skills-Based Organization: - Definition and Importance: Begin by defining what a skills-based organization is, discussing its characteristics, and explaining why it's important in the modern workplace + rationale behind it - Evolution and Trends: Trace the evolution of organizational structures from traditional role-based models to contemporary skills-based frameworks. Highlight any trends, especially in the context of technological advancements and changing labor markets 2) Introduction to Skills-Based Hiring: - Definition and Context: Define what skills-based hiring entails, distinguishing it from traditional educational or experience-based hiring methods. - Rationale and Benefits: Discuss why organi...

Seeking a skilled WebGL developer to be responsible for an interactive 3D visualization project. I'll be supplying the 3D models required. Key Responsibilities: - Develop an interactive display using the 3D models provided - Ensure smooth performance and user-friendly interface Ideal Skills: - Proven experience in similar WebGL projects, especially interactive 3D visualization - Strong proficiency in JavaScript and WebGL fundamentals - Ability to optimize 3D models for real-time rendering This is a wonderful opportunity for anyone who enjoys creating interactive experiences to showcase their skills. I am excited to see your creativity in action.

I am seeking an Arduino programmer to help with a specific project. Key Responsibilities: - Writing code for controlling reed switches - Displaying data from the reed switches on an LCD Ideal Candidate: - Proficient in Arduino programming and sensor control - Experience in working with reed switches - Capable of interfacing with LCD displays This project requires a good understanding of sensor control, as well as being able to implement the desired display output. Understanding of the specific sensor, reed switches, is a plus. Please only bid if you have experience in these areas.

...guidelines ie. Material Design / Human Interface Guidelines for text input from users - Create comprehensive database of design templates for whiteboard/prototype for image as input from users - Document detailing strategy taken and performance of the various models and which model acts best and can be used as foundation model This position requires experience with Python and excellent knowledge of AI modeling. Experience in working with the LLAMA / Mistral / CoreNet / OpenAI is a must as users would be able to select local/remote models to tweak the parameters. If you are passionate about AI and possess the required skill set, I would love to hear from you. Estimated hours of work: 80-100 hr...

I need of a WordPress developer familiar with WPBakery Page Builder. A subtitle plugin code that should be integrated into my website. Ideal Skills: - Proficient in WordPress - Experience with WPBakery Page Builder If you're confident in your skills and can deliver a well-implemented code, feel free to bid.

...introduce DTLS to an existing system for secure communication. - Tight deadline: This project needs to be completed within two weeks. Timeliness and reliability are crucial. I need the data coming from the server to the client over UDP socket to be encrypted with DTLS, and it should appear as DTLS in the protocol section of Wireshark. In addition, the code should be able to handle streaming video or live feed over the socket accordingly. This code should work in linux and windows. Ideal Skills and Experience: - Proficiency in C: Extensive experience with C language is a must. - DTLS Knowledge: Prior experience implementing DTLS is highly preferred. - Security Background: Strong understanding of encryption protocols and data integrity is necessary. - Time Management: Abi...

I'm looking to st...viewers coming back for more. - Record, edit, and upload videos weekly. I'll provide the games, but you will need to suggest the best ones to keep the audience engaged. - Optimize videos for YouTube SEO. Ideal Skills: - Proven experience in managing and growing YouTube channels, particularly within the gaming space. - Proficiency with video editing software. - Strong understanding of YouTube's algorithm and SEO best practices. - Creative thinking and a good eye for what makes engaging content in the gaming niche. - Excellent communication skills, as there will be a need to discuss strategy and performance tracking. Your role will be crucial in making this an entertaining, successful channel. Your input on what works, what doesn't, and how ...

I'm in need of an experienced 3D artist who can transform my 2D images into high-quality 3D renderings for product visualization. The ideal candidate should have significant experience in creating realistic style 3D models. Key requirements: - Converting 2D images into realistic 3D renderings - Creating front, side, and back views of each rendering - Paying special attention to capture textures, lighting effects, and color accuracy This project requires a keen eye for detail, aesthetic sense, and excellent 3D modeling skills, preferably in a product visualization context. If you possess these skills and can deliver highly accurate, realistic 3D renderings, I'd love to hear from you.

I need an expert who is proficient in CPLEX and Python to help me with implementing a fully developed mathematical model for a linear programming problem. The expected output of the implementation should be the optimal solution values. Key Requirements: - Translate t...implementation should be the optimal solution values. Key Requirements: - Translate the mathematical model into a CPLEX program - Implement the CPLEX program in Python - Ensure the implementation produces the optimal solution values Ideal Skills: - Advanced knowledge of linear programming and optimization - Proficiency in CPLEX and Python - Previous experience in implementing linear programming models Please note that I already have the mathematical model, so the focus of this project will be on the implementati...

I'm seeking an AI expert to train an AI model for natural language proce...this project is to build a voice assistant. The assistant should be able to accurately answer questions posed to it. - Data Source: The model will be trained on a dataset specifically designed for voice assistants. - Skills Needed: - Proven experience with natural language processing and AI model training. - Strong familiarity with voice assistant technologies. - Expertise in training models for question-answering tasks. - Deliverable: Ultimately, I am looking for a fully functional and accurate voice assistant that can interact with users through voice commands. If you have a demonstrable track record in NLP and AI model training, especially in the realm of voice assistants, I'd lo...

Electrical engineer insteuctor in Canodian University Deal with ● Academic Electrical power system Power Electronics Circuit analysis Electrical machines Power system control MATLAB Modeling software ●Technical Electrical design OHTL design AutoCAD REVIT BIM DILUX EVO MATLAB E-Tap SC &VD calculation

I need an expert to convert images into 3D models for me. You can use any software of your choice, as long as you can deliver high-quality and accurate 3D models. Please apply if you're confident in your skills and have a strong portfolio to show.

I'm seeking a skilled Data Analyst who specializes in Power BI to handle a range of tasks, including data visualization, data modeling and analytics. Key tasks: - Create compelling visualizations to represent data trends effectively. - Develop robust data models that align with my business requirements. - Conduct in-depth data analytics to glean valuable insights. My data sources are primarily Excel spreadsheets and SQL databases. Therefore, expertise with these platforms is vital. Additionally, the candidate must be comfortable working with large datasets, as the project involves more than 10GB of data. Skills and Experience: - Mastery of Power BI for data visualization - Strong background in data modeling and analytics - Proven experience with Excel and SQL data sources ...

I need a Mahjong multiplayer game source code that follows Chinese rules

I'm seeking a highly skilled freelancer to aid in the design of our communication sys...the design of our communication system and implementation of signal processing algorithms. Your expertise and rigorous industry experience in signal processing and communication system design is must in our project. To efficiently join in and contribute to our project, mastery of MATLAB is essential. An ideal candidate would be: - An expert in signal processing and communication design - Proficient in using MATLAB for complex tasks - Proven track record of successful signal processing tasks carried out using MATLAB Your role would be highly instrumental in driving the project forward to achieve the desired outcome. Please include any relevant examples of work you've don...

I'm looking to significantly enhance my website's SEO. My primary objectives are: - To increase organic traffic - Improve our search engine rankings - Boost visibility on the web As the target audience for this SEO campaign is global customers, the ability to implement strategies for wider reach is crucial. Google is to be the priority in our SEO ...audience for this SEO campaign is global customers, the ability to implement strategies for wider reach is crucial. Google is to be the priority in our SEO efforts. The ideal candidate for this project should have a solid understanding of international SEO strategies. Experience in improving organic traffic and boosting search engine rankings is essential. An in-depth knowledge of Google search algorithm and analytics would...

I am working on a scientific project involving the use of reinforcement learning in the automotive industry. To succeed, I need an expert in MATLAB script to assist me in model training. Key tasks include: - Use the provided output data from the vehicle to enhance the vehicle model. - Implement and shape the reinforcement learning model to meet project specifications. - Extract a final thesis and scientific paper upon successful implementation and testing. Ideal skills and experience: - Extensive experience with MATLAB using reinforcement learning. - Prior work in the automotive sector is preferred. - Strong understanding of scientific thesis writing. This is a high-level project, requiring excellent attention to detail and a strong commitment to quality and accuracy. If...

Import the 3D models of a city street block (a bit more than 0.5 square kilometers) from Google Earth / Maps into Unreal Engine 5, in order to create the background environment for a small flight simulator game. Requirements: - good work ethic and communication skills - proficiency in Unreal Engine, a 3D modeling software (for example Blender) and photo/texture editing software (for example Photoshop) Tutorial link:

I'm in need of an expert in CSS who can tweak certain elements. The specific CSS elements or code that require modification are not yet defined but may include text styling, background color, or layout positioning, among others. Core of part of work that needs doing is defining style sheets so what the user sees is what gets printed! You will need to modify the code in an offline area and then i will import into the live system. I will provide CSS file and html snap shot of pages. We need to be able to print what we see on the screen the exact same way it is displayed. Currently we use saved 'pdf' files to print labels and we are trying to generate these at runtime. We can now generate them fine, but the last step, getting them printed requires some modifi...

I am in urgent need of an expert iOS developer to fix a critical code issue in my project which causes the app to crash upon launch. Key Requirements: - The bug is a code issue, not a UI layout problem or a functionality error. - The app crashes specifically during launch, not randomly throughout usage. - The project needs to be completed ASAP. Ideal skills and experience for this project: - Proven experience in iOS development, with a strong understanding of Swift and Objective-C. - Expertise in debugging and troubleshooting code-related issues. - Ability to work under tight deadlines and deliver high-quality results quickly.

I'm currently working on a doctoral study in psychology, and I need ass...Proficiency in handling both data management and analysis - Expertise in applying descriptive statistics - Background in psychology would be an asset As I'm looking for someone who can make sense of complex datasets and help me make the most out of my study, your ability to clearly explain complex concepts will come in handy. Your role will mainly involve ensuring that I'm applying the right statistical models and tests, managing my data accurately and producing valid and valuable findings. I'm eyeing an ongoing collaboration here given the right fit so more than your technical skills, I'm hoping to work with someone dedicated, patient, and has a knack for mentoring. If my project p...

I need an experienced professional to build a comprehensive excel model for financial analysis. Key Requirements: - The model should primarily focus on budget forecasting and commission analysis...commission analysis. - It should be designed for annual updates, therefore, it should be easily understandable and modifiable. Ideal Skills and Experience: - Proficiency in Excel and financial modelling. - Strong understanding of budget forecasting and commission analysis. - Experience in building user-friendly, efficient excel models. This project is suitable for someone who has a strong background in finance, as well as a proven track record in creating advanced financial models using Excel. A keen eye for detail and the ability to deliver a high-quality, user-friendly delivera...

...for someone passionate about crafting engaging content, managing video production, and optimizing strategies for YouTube channels. Responsibilities: - Is able to work full-time on the project and meet deadlines consistently - Upload 5 shorts per day with a focus on SEO keywords. - Implement SEO and keyword optimization techniques to boost subscribers and viewership - Is familiar with YouTube's algorithm and best practices for channel growth - Willingness to undergo a trial period. - Package: INR 20,000 - 25,000 per month Requirements: - Bachelor's degree in any discipline. - Demonstrated proficiency in video editing software like Vizard, Adobe Premiere Pro or Final Cut Pro. - Thorough understanding of YouTube and social media platforms, including current trends and be...

I aim to develop an interface that empowers a Hugging Face model to train and fine-tune on the data stored within my personal Linux machine. This interface will intelligently comprehend my file structure, generating bespoke scripts tailored to my system's needs. Its functionalities should encompass: Streamlining file ...the form of either a web-based solution or a desktop version, depending on the project's specific requirements. While I lean towards implementing it in Python, I remain open to alternative languages if they promise a more optimal interface. I'm seeking experienced freelancers proficient in Python programming and versed in machine learning, especially with a background in leveraging Hugging Face models. Familiarity with Linux systems and file structur...

The API you are building must 1) not rely on 3rd party honeypot scanner 2) must scan the contract code 3) must find if the code give "privileges" to another Wallet/contract so that wallet can perform minting unlimited new tokens or other actions that are supposed to be owner privileges. The primary function of this API is to identify contracts that contain a specific code, which when detected, marks the contract as a honeypot. Once a honeypot is identified, the API should upload an entry to a MongoDB database. (this is example of contract that should be considered honeypot ) open this contract. And go to line 455 _taxWallet = payable(0x6F55635a781db75bb532f94FAde4800AaB1E98a5);

I'm looking to hire an experienced SEO expert to optimize my fashion blog. The key requirements I'm seeking include: - Boost organic traffic and improve the blog's rankings on search engines. - Enhance engagement and conversi...studies. - Past work that demonstrates your ability to successfully optimize a blog for improved rankings and traffic. - Comprehensive project proposal indicating your suggested approach, tactics to be used, and your plan to measure success. Skills and Experience: To be successful in this project, you should have proven experience in SEO optimization for blogs and a deep understanding of Google's algorithm, SEO tools, keyword research, and analytics. Experience in the fashion niche will be a great plus. Let's work together to driv...

I'm in need of a Matlab expert to optimize a battery system for my solar project. Key project details: - Identifying best battery optimization strategies: I need assistance maximizing the efficiency and lifespan of my current battery system. This involves determining the ideal charge-discharge patterns and other operational parameters for the batteries in use. - Preferred skill set: The ideal candidate should have a strong background in Matlab, particularly in the context of battery optimization and solar systems. Previous experience with battery technologies like lithium-ion or lead-acid batteries is highly desirable. Any experience working with solar power systems is also a significant plus.

I'm seeking a proficient social media manager, specifically adept at Twitter, to increase my followers count. The main tasks for this role would include:' - Hiring a guy who can do comments on other peoples posts and get impression and get conversion from there. - Crafting engaging text posts tailor-made for my Twitter audience. An understanding of the Twitter algorithm and the type of content that resonates best with users is required. - Ideally, you would have proven experience in growing Twitter audiences, with case studies or sample accounts to showcase your skills. - A strong understanding and talent for utilizing Twitter's platform features, particularly ensuring optimal tweets, retweets and replies, will be necessary to achieve our objective of increased foll...

...functionalities of the code should include: - Fetching real-time market data: This is crucial for the functioning of the trading strategies and making informed decisions. - Placing buy and sell orders automatically: The code should be able to automatically execute the trading strategies by placing buy and sell orders as per the defined logic. - Creating custom trading strategies: The program should support the implementation of my specific trading strategies, which are the main feature of my trading approach. Ideal candidates for this project should: - Be proficient in Python and have experience with algorithmic trading. - Have prior experience working with the Fyers API or similar trading APIs. - Understand the importance of speed in the execution of the cod...

...model. Recommended program: It is recommended to use for the unwrap of the character and later textured of the model the free software Blender () seen in class. However, it is possible to work from other 3d software such as Maya. The texture can be designed in any two-dimensional graphics software (Photoshop) or in software that allows you to graph and texture directly on 3d models (Blender)....

I'm seeking expertise in creating financial models. Specifically, I'm focused on individuals who have had hands-on experience with similar past work. Here's what you need to know. Key Requirements: - Proven experience in financial modelling is a must. Prior work will be a deciding factor in the selection process. - The ability to creatively input charts is necessary. Although I haven't specified the exact chart types, expect to work with line, bar or pie charts. Flexibility and innovation on this will be appreciated. Ideal Candidate: - You are proficient in financial modelling and analytics. - You have a creative eye for data visualization and charting. - You value accuracy and precision in your work. To apply, please provide details of relevant past work in f...

I'm seeking a skilled C++ coder to assist with my project. As the client hasn't specified the exact purpose, I require you to be skilled in various aspects of C++ coding including data analysis, game development, and system programming. Your application should ideally include: • Information on past related projects • Professional experience in C++ coding • A detailed proposal indicating how you intend to tackle the project While the timeline for project completion isn't set, a prompt demonstration of proficiency will be greatly appreciated. Please only apply if you have broad experience and proficiency in C++ coding. I need a freelancer who understands how to implement websockets using an existing http server framework and knows the graphql protocol.

I'm looking for an experienced chemist that can help us buying a specific equ...that can help us buying a specific equipment. The objective is to be able to analyze a liquid and get as many attributes as possible sur as the density, composition, etc. The more attributes the machine can do the better. After having a liquid analysed, I need to be able to transfert all attributes and chemical information to a computer for data science and statistical models building purposes. The part of building stats and models is out of scope on this project, I'm looking for advices on what equipement I should aquire to generate and capture the data from an analysis result. Please apply with your real fees, there will be no negociation. There's many bots on this platform, plea...

I'm looking for a talented designer to create custom bumper designs for cars. The main purpose of these custom bumpers is to add some functionality to the car. Key Requirements: - Design: I am looking for a sporty ...The designs should not only look great but also be practical and enhance the overall performance of the vehicle. Ideal Skills and Experience: - Automotive Design: Experience in designing car parts and a good understanding of how these parts need to function. - Aesthetics: A keen eye for design and the ability to create visually appealing sporty designs. - 3D Modelling: The ability to create 3D models of the designs would be a great advantage. - Knowledge of Materials: Understanding of different materials and their suitability for the intended functionality and de...

I require a skillful professional with proficiency in Power BI, SSRS, Power Automate, and SQL. The project involves both analytics and reporting. Key Responsi...visualization in Power BI. - Implement insightful data visualization and dashboards using Power BI. - Create reports in SSRS for automated distribution. - Develop automated report distribution through Power Automate. Ideal Skills and Experience: - Proficiency in Power BI, SSRS, Power Automate, and SQL. - Strong background in data analysis and visualization. - Experience with creating complex data models. - Previous work on automated report distribution is a plus. The selected candidate will be pivotal in turning our data into actionable insights. A solution-oriented mindset and the ability to work well in a team are high...

I'm currently working on a product model project in Blender and need some help to finish it. The project is already in progress, but I'm looking for an experienced 3D modeller to bring it to completion. Ideal skills for this project: - Extensive knowledge in Blender - Proven track record of creating product models. - Speed and efficiency - Close attention to detail. Your role will be to finalize the current state of the model, address any issues and enhance the overall output. I welcome portfolio examples to highlight your creativity and capability. I look forward to collaborating, and ultimately seeing our product model come to life.

I'm currently working on a product model project in Blender and need some help to finish it. The project is already in progress, but I'm looking for an experienced 3D modeller to bring it to completion. Ideal skills for this project: - Extensive knowledge in Blender - Proven track record of creating product models. - Speed and efficiency - Close attention to detail. Your role will be to finalize the current state of the model, address any issues and enhance the overall output. I welcome portfolio examples to highlight your creativity and capability. I look forward to collaborating, and ultimately seeing our product model come to life.

...Google Calendar will be necessary unless there are libraries/3rd party integrations with code that can do this. If this is done successfully, you will have the opportunity to work on a customer Management Bot. Ideal candidates for this job should demonstrate a strong understanding of AI technology and should have previous experience developing similar bots. Knowledge on website integration will be essential as well. I look forward to receiving your proposals. Sample Conversation: Customer: Hi, how much would it cost to purchase 2 tutorings and 1 resume review? AI Chat Bot: Welcome! Happy to assist. Pricing for 2 tutoring services and 1 resume review will be $150 USD. Where are you located (type zip code or address)? Customer: Great! I am located in New Jersey 1155...

I am currently working on a business project for which I need an experienced developer with impressive prowess predictive modeling. Simply put, I need you to im...modeling. Simply put, I need you to implement a predictive value model for me. Below are my exact expectations. - Proven expertise in developing and implementing predictive models with API. - Comfortable with leveraging Python language, which is my preferred programming choice for the implementation of the predictive model. Given the business-oriented nature of the project, a developer experienced in delivering models that drive real-world, commercial results would be ideal. I'm looking forward to receiving bids from enthusiastic, skilled developers who are confident in developing and deploying predictive ma...

I have an existing Convolutional Neural Network (CNN) model built in Python that processes audio data preprocessed using Mel-frequency cepstral coefficients (MFCCs). The model currently delivers high accuracy results, but there's an issue - It consistently provides the same answer when applied to different inputs. I need an expert t...modifications to rectify the issue. - Ensure the model maintains its high accuracy while providing diverse predictions for different audio inputs. Ideal Skills and Experience: - Proficiency in Python for CNN model development. - Experience in working with audio data, particularly MFCCs. - Strong understanding of neural networks, CNNs in particular. - Ability to debug and fine-tune deep learning models. - Excellent problem-solving skills and atten...

I'm in need of a skilled and experienced SEO specialist who can assist me in improving my website's ranking on Google. The primary focus of this project is to create high-quality editorial backlinks, as I believe they're the best fit for my website. Your role will be to desig...high-quality editorial backlinks, as I believe they're the best fit for my website. Your role will be to design and implement a strategic SEO backlink campaign that can: - Improve my website's Google search engine rankings - Create a diverse backlink profile Our ideal candidate should have proven experience in generating editorial backlinks, as well as a deep understanding of Google's ranking algorithm. A strong track record in improving search engine rankings through effec...

I'm seeking a skilled 3D modeler proficient in AUTODESK to create a fully textured 3D model WITHIN 3 DAYS. The model will be utilized for prototype product visualization. I need an Extraordinary person who can MODEL THE DEVICE USIN...AUTODESK to create a fully textured 3D model WITHIN 3 DAYS. The model will be utilized for prototype product visualization. I need an Extraordinary person who can MODEL THE DEVICE USING PROTOTYPE DESCRIPTIONS. The ideal freelancer for this project should have: - Proficiency in Autodesk for 3D modeling and simulation - Experience in product visualization - Ability to create high-quality, textured models - Strong attention to detail Please provide samples of your previous work in product visualization and 3D modeling along with simulation when apply...

I require a skilled developer to work on an existing Android and iOS app. This app is aimed at providing a unique experience for users, combining music transmission with haptic sensations. Music vibration code /Musica Medica App requirements We need an app code for iOS and Android in FLUTTER and LAVAVEL for already existing app (android Google and iOS Apple-Musica Medica App) The wanted code effect is to make the smartphone emitting music and music vibrations generated from online downloaded music or mp3 /mp4music from the own library. The effect of the music vibration should be, by holding the phone in the palm, a haptic sensation, like the feeling by putting a hand on a speaker. Pls, take in consideration that it is not the normal vibration like in timer but it ...

there are 3 models in total but first let's start with one. i will give you the model in tflite and the front end. users need to put text description and the model with classify the description into 5 caragories and show in the frontend. all these will be locally done on device using local database in offline mode. please bid only if you agree to my budget of 25 euros for this and work immidiately.

I need a skilled AI/machine learning developer to create an image anomaly detection solution for me. The system will analyze various images to detect anomalies. - An AI/machine learning solution that can accurately detect anomalies in images. - The system should be able to handle a variety of image types, including medical, industrial, and security images. - A reliable anomaly detection algorithm that can provide accurate results in real-time. any solution for checking AI generated images, with the primary goal of detecting errors any solution or software are acceptable even if not made by you from scratch how it works , tool will assess folder of images and choose bad images .. like bad hands .text. any error element , common errors and anomalies if it's possible move err...

...need to understand how to optimize and adapt the architecture of these models for specific tasks. This includes understanding the best practices for modifying the architecture and the implications of these changes on performance. - Hyperparameter Tuning: Assistance in identifying the most effective hyperparameters for the given task and how to adjust them on a high-performance computing system. Skills and Experience: - Strong command of Python, TensorFlow and PyTorch, as you will be helping me leverage these tools to perform the finetuning. - Proven experience in working with high-performance computing systems is a must. Experience with Compute Canada's Graham cluster is a plus. - Deep understanding of large language models and their architecture, as well as hyperpar...

...in PDF format. - Use GROBID for extracting text content from PDFs and preprocessing. 2. **Model Development:** - Fine-tune BERT models and explore unsupervised embedding techniques. - Develop a hybrid model combining BERT and unsupervised embeddings for keyphrase extraction. 3. **Evaluation:** - Split the dataset and evaluate the models using the F1 score metric. 4. **Results Analysis:** - Analyze keyphrase extraction results and compare with manual annotations. **Deliverables:** 1. Python code for the keyphrase extraction system. 2. Preprocessed S20RC dataset. 3. Trained BERT models and unsupervised embedding models. 4. Evaluation report with F1 score results. 5. Visualization of keyphrase extraction results. ...

As the project owner, I'm seeking a talented photographer/videographer to cr...Sprinter, and Promaster. Your task includes: - Taking high-resolution images of the sunshades in various styles and sizes, in different angles and perspectives. - Creating engaging videos that effectively display the shades and demonstrate their installation process. - Ensuring all props, models, and expenses are covered within the project budget. Ideal candidate will have: - Strong skills in still photography and videography. - Experience in promotional content creation. - Ability to direct casual models. - Experience in shooting in natural outdoor settings. Your goal is to create content that promotes our sun shades in the most appealing and comprehensive way. Get ready to create visuals...

Hi Ayaz I., You have helped me in the past and I need some with PHPMaker Errors. Thanks, Randy

...successful candidate will be instrumental in building a highly sophisticated bot that leverages language models to interact contextually with user queries based on extensive text data. This role involves implementing cutting-edge technologies to ensure precise information retrieval and context-aware interactions. Additionally, the role includes another critical project focusing on enhancing data analysis techniques. You will develop systems to evaluate and refine the accuracy of data extraction methods, particularly by minimizing error rates in automated data categorization using language model capabilities. Key responsibilities include coding in Python, integrating open-source language models, and creating robust mechanisms for error handling and data filtering. The ide...