As a Top Rated Plus Freelancer on Upwork with 6+ years of hands-on experience in qualitative data coding, annotation, and labeling, I turn raw words into actionable insights. What I Can Do for You: - For Researchers & Agencies: Efficient qualitative coding — open-ended survey responses, interviews, company reports, etc. I will apply codes to highlight key segments and ensure consistency in your analysis. - For AI/ML Teams: High-quality data labeling for training datasets—tagging sentiment, entities, or categories in reports, social posts, PDFs, abstracts, or any topic-specific text. Cleaner inputs for better models. - Customer Feedback & Social Labeling: Categorize sentiments, spot pain points, and highlight opportunities from reviews. Analyze tweets/comments for sentiment or trends. I am reliable, picky about details and always deliver on time.

Your business runs on data. If that data is messy, incomplete, or stuck in the wrong format, your team loses time, your pipeline leaks, and decisions get made on bad information. I'm Samreen, a dedicated Data Entry & CRM Specialist who has spent 6+ years helping businesses across the US, UK, Australia, and beyond turn chaotic data into clean, organized, and actionable systems. I don't just enter data. I make sure it's right, structured, and actually useful for your team. 🔹 Here's How I Support Your Business 📊 Data Entry & Data Management Fast, accurate entry into Excel, Google Sheets, Airtable, Notion, and any CRM or database you use. I handle bulk imports, deduplication, formatting, and cleanup — at scale, without errors. 🗂️ CRM Data Entry & Maintenance I keep your HubSpot, Salesforce, Zoho, Notion, or Airtable CRM clean, updated, and pipeline-ready. Contact updates, data verification, tagging, database cleanup — done right so your sales team can focus on selling, not fixing records. 🎯 B2B & B2C Lead Generation Targeted prospect lists with verified emails, LinkedIn research, decision-maker identification, and company profiling — delivered in a clean, outreach-ready format. No junk data, no guesswork. 🔍 Web Research & Data Collection Deep research on competitors, markets, companies, and contacts structured into clear, usable reports. Whether you need 50 contacts or 5,000, I deliver verified, consistent results. 🤖 AI Data Annotation & Labeling Accurate labeling and categorization for ML datasets with a focus on model performance — not just speed. I annotate with the full AI pipeline in mind, handling text, image, and structured data labeling for training and classification systems. 📄 PDF Conversion & Document Processing PDF to Excel, Word, or Google Sheets — tables, forms, scanned documents — converted with 100% structural accuracy and zero data loss. 🔹 Tools & Platforms I Work With Excel · Google Sheets · Airtable · Notion · HubSpot · Salesforce · Zoho · Shopify · WordPress · LinkedIn Sales Navigator · Hunter.i · Various EMR & ERP Systems · Gravity Forms 🔹 Industries I've Worked In Real Estate · eCommerce · Healthcare · SaaS / Tech · Marketing & Influencer Research · Finance · Sports Data · Non-Profit · Legal 🔹 We're Probably a Great Fit If You're Thinking. I have hundreds of records that need to be cleaned up and properly organized. My CRM is full of duplicates and outdated contacts; it's slowing my team down. I need a reliable lead list with verified emails, ready for outreach. I have ongoing data entry work, and I need someone I can trust long-term." My team is wasting hours on manual research that a specialist could handle in half the time." I need AI training data labeled accurately by someone who understands quality, not just volume. 🔹 We're Probably NOT a Good Fit If... You want the absolute cheapest option, regardless of quality You need results without providing any project context or instructions You're looking for someone to guess what you need rather than communicate clearly Behind that number are 157+ clients who got accurate work, clear communication, and zero hand-holding required. Businesses that were drowning in spreadsheets. Sales teams that finally had a clean CRM. Founders who stopped losing leads because their data was a mess. That's what I do, and I'm ready to do it for you. 📩 Send me a message today. Tell me your biggest data challenge right now, and I'll tell you exactly how I'd solve it.

Senior AI Data Trainer, Data Annotation Specialist and Tamil Linguist with 8+ years of experience supporting large scale AI training datasets for leading technology platforms including Meta, Google and Amazon ecosystems. I specialize in the intersection of AI Safety, Multimodal Annotation and Linguistic Excellence. Core Expertise: LLM & RLHF Evaluation: Expert in 6-dimension rubric rating, Golden Response creation, and AI Safety Red Teaming using adversarial prompts to detect policy violations. Computer Vision: High-precision annotation for Robotics, Agricultural, and Autonomous Vehicle datasets using CVAT, Roboflow, and Labelbox. Tamil Language Mastery: Native Tamil expert providing Creative Dubbing Adaptation, High Fidelity Transcription (LOFT 2.0) and Translation QA. Trust & Safety: Extensive experience in Content Moderation, Fact Checking and Search Ads Evaluation for global social media platforms. What I Specialize In: Data Annotation – Skilled in text annotation, image annotation, video annotation, audio annotation, and dataset labeling. Experienced in a wide range of annotation techniques including segmentation, classification, bounding boxes, polygon annotation, tagging, transcription based labeling, and dataset preparation. AI Evaluation – Experienced in reviewing AI generated text responses, training data evaluation, and crafting prompts to improve chatbot accuracy, safety, and performance. Skilled in applying structured rubrics to assess instruction following, factual accuracy, clarity, writing style, and overall response quality. Image Evaluation – Evaluated AI generated images through structured annotation, identifying issues such as unrealistic lighting, unnatural poses, distorted facial features, and incorrect object rendering. Provided detailed justifications to improve dataset quality, model training, and alignment. RLHF based Chatbot Evaluation (6 Dimension Rubric) – Evaluated chatbot responses across Harmlessness, Writing Style, Verbosity, Instruction Following, Factual Accuracy, and Overall Quality. Used structured rubrics to rate, compare, and justify AI text responses, helping refine model safety, alignment, and usefulness. Tamil and Language Tasks – Proficient in Tamil transcription, localization and English - Tamil translation. Skilled in Tamil transcription with timestamping, segmentation and detailed annotation for speech and text datasets. Experienced as a proofreader and reviewer of machine translated and machine transcribed content, ensuring the highest levels of accuracy, fluency, and cultural relevance. Subtitle QA & AI Dubbing Evaluation – Subtitle validation, ASR review, translation accuracy, voice quality, and dubbing assessment. Content Moderation and Fact Checking – Skilled in moderating content, verifying facts, and ensuring accuracy and compliance in social media posts, e-commerce listings, and search engine results. Advanced Video Annotation & Object Tracking - Experienced in refining pre labeled video datasets, including bounding box adjustments, track corrections and annotation quality improvement. Python, Pandas, and NumPy for data processing and annotation workflow automation. Online Research and Data Tasks – Conduct structured research, dataset verification, and metadata collection to support AI training datasets and evaluation workflows. Services Offered AI Data Training | Data Annotation | Dataset Labeling | RLHF Evaluation | AI Model Evaluation | AI Safety Red Teaming Image Annotation | Video Annotation | Text Annotation | Audio Annotation | OCR Annotation | Bounding Box | Polygon | Semantic Segmentation | Image Classification | Keypoint Annotation | YOLO | COCO | Computer Vision Annotation AI Response Evaluation | Side-by-Side Comparison | Rubric Rating | Prompt Writing | Golden Response Creation | AI Image Evaluation | AI Voice Evaluation | Image Moderation Content Moderation | Trust & Safety Review | Social Media Moderation | Ad Moderation | Sensitive Content Review | Fact Checking | Policy Compliance Review Tamil ↔ English Translation | Tamil Transcription | English Transcription | YouTube Transcription | Audio/Video Transcription | Timestamped Transcription | Subtitle Transcription | Speech Data Annotation | Dubbing Evaluation Robotics Datasets | Agricultural Image Datasets | Autonomous Vehicle Datasets | E-commerce Image Datasets | OCR Document Annotation Tools and Platforms I Have Experience With: ✔ Platforms – Multimango, Workspace by Meta, ADAP by Appen, Data Compute by Google ✔ Annotation Tools - CVAT, Roboflow, Label Studio, Labelbox and V7 Darwin ✔ Microsoft Excel, Word, PowerPoint ✔ Google Docs and Google Sheets ✔ Transcription Tools – LOFT 2.0, MatrixGo, Soniox, Deepgram, ElevenLabs, Descript, Otter.ai, Krisp and Whisper. ✔ AI Dubbing & Subtitle - Deepdub AI, Amara, ElevenLabs and Palabra.ai ✔ Translation Tools – Phrase, Smartcat, Lokalise and Anuvadini AI ✔ AI Models: ChatGPT, Gemini, Claude, Midjourney and Suno.

𝐄𝐱𝐩𝐞𝐫𝐭-𝐕𝐞𝐭𝐭𝐞𝐝 AI Engineer with 10+ years of hands-on experience in architecting and building production-grade AI systems including 6 years at Microsoft and GE Healthcare, where I designed and deployed compliant AI systems in enterprise environments, healthcare, and legal. I specialize in transforming complex real-world problems into clean, reliable, and deployable AI systems from model design and optimization to cloud deployment and integration. 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐎: I architect and build compliant AI systems for regulated industries where accuracy, auditability, and data controls matter as much as model performance. ▸ 𝐋𝐋𝐌 & 𝐑𝐀𝐆 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 Production AI systems with hybrid retrieval, structured grounding, hallucination mitigation, semantic caching, evaluation pipelines, monitoring, and reliability controls. ▸ 𝐀𝐠𝐞𝐧𝐭 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 & 𝐀𝐈 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 Agentic and multi-agent workflows for voice AI, productivity AI, AI accessibility using LangGraph, LangChain, MCP-style orchestration, guardrails, fallback logic, and session-aware memory. ▸ 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 Production ML pipelines for ranking, classification, OCR / extraction, multimodal workflows, prediction, and model deployment designed for measurable outcomes and maintainable architecture. ▸ 𝐂𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐕𝐢𝐬𝐢𝐨𝐧 & 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 Computer vision and multimodal systems for OCR, document processing, form extraction, image classification, object detection, and image-to-structured-data pipelines. ▸𝐄𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐀𝐈 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦𝐬 & 𝐀𝐈 𝐒𝐚𝐚𝐒 Scalable AI platforms and SaaS products with secure APIs, orchestration layers, cloud-native deployment, multi-tenant architecture, RBAC, and product-ready backend systems. ▸ 𝐑𝐞𝐠𝐮𝐥𝐚𝐭𝐞𝐝 𝐀𝐈 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 Compliance-aware AI systems for healthcare, legal, and fintech, including HIPAA, PHI, PII, auditability, deterministic workflows, and risk-controlled deployment patterns. ▸ 𝐀𝐈 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐢𝐧𝐭𝐨 𝐄𝐱𝐢𝐬𝐭𝐢𝐧𝐠 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 LLM, RAG, ML, and computer vision integrated into enterprise workflows, internal tools, legal document systems, healthcare platforms, accessibility-focused products, and SaaS applications through APIs and event-driven architecture. ◆ 𝐅𝐥𝐚𝐠𝐬𝐡𝐢𝐩 𝐰𝐨𝐫𝐤 ▸ 𝐒𝐦𝐚𝐫𝐭𝐂𝐢𝐭𝐞 - 𝐋𝐞𝐠𝐚𝐥 𝐀𝐈 / 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 Built an AI-powered legal document and citation platform designed to extract citations, organize references, and improve legal research workflows. Business result: Reduced manual citation review overhead to 80% and improved the speed to 60%. ▸ 𝐌𝐌𝐇𝐏 - 𝐑𝐞𝐠𝐮𝐥𝐚𝐭𝐞𝐝 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐀𝐈 Built an AI-powered mental health platform with structured assessments, dashboards, and privacy-sensitive conversational experiences. Business result: Improved support continuity and reduced friction across mental health engagement workflows. ▸ 𝐀𝐈 𝐃𝐨𝐜 𝐌𝐚𝐤𝐞𝐫 - 𝐀𝐈 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐯𝐢𝐭𝐲 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦 Built an AI document-generation system for creating structured documents, presentations, spreadsheets, and multimedia content. Business result: Reduced manual drafting effort, accelerated content workflows, and improved output consistency. ◆ 𝐂𝐨𝐫𝐞 𝐯𝐚𝐥𝐮𝐞 𝐈 𝐛𝐫𝐢𝐧𝐠 ✓ Enterprise level AI systems delivered (Microsoft, Bayer, GE Healthcare) ✓ Production AI architecture that holds up under real usage, not just demos ✓ AI systems designed and built with compliance and risk boundaries in mind ✓ Hallucination risk reduced at the system-design level ✓ Agent workflows built for reliability, not experimentation ✓ Machine learning systems that are deployable, monitorable, and aligned with product goals ◆ 𝐓𝐄𝐂𝐇𝐍𝐈𝐂𝐀𝐋 𝐄𝐗𝐏𝐄𝐑𝐓𝐈𝐒𝐄 LLM / Agents: OpenAI · Anthropic (Claude) · LangChain · LangGraph · LlamaIndex · Hugging Face · MCP · AutoGen · Multi-agent orchestration · tool-use agents · human-in-the-loop · evaluation pipelines · hallucination measurement Retrieval / RAG: Pinecone · Weaviate · hybrid SQL + vector search · Semantic retrieval · context quality scoring · RAG evaluation harnesses calibrated per-domain ML / Vision (Healthcare-specific): PyTorch · TensorFlow · OpenCV · OCR · DICOM · multimodal pipelines · Clinical-grade model evaluation standards Backend / APIs: Python · FastAPI · Node.js · REST APIs · Event-driven systems · microservices · FHIR-compatible API design Infrastructure: AWS · Azure · GCP · Docker · Kubernetes · CI/CD · MLOps · evaluation pipelines · audit-logging infrastructure · HIPAA-compliant data residency configurations I'd love to help in building your AI products from ground up or fixing your underperforming systems/models. Need an AI architect/engineer to own production delivery end to end? Send me a message!

Are you searching for a data annotator who combines expertise, precision, and a proven track record? Look no further. With over 6 years of experience as an Upwork Top-Rated data annotator, I specialize in image, video, text, and audio annotation, ensuring your data is accurate, detailed, and ready for actionable insights. I have annotated a diverse range of data, from images of cars, solar panels, and structures to audio clips of music and sounds, and videos featuring moving vehicles and buildings. My experience spans various annotation tools, including bounding boxes, polygons, pixel-wise, and line tools, ensuring that I can handle any type of annotation project with ease. In addition to visual data, I excel in text annotation, including review analysis, product classification, categorization of articles, claims, tweets, and URLs. Whether you need precise categorization or nuanced interpretation, I bring clarity and consistency to your text data. As an NLP Data Linguist, I offer Reinforcement Learning from Human Feedback (RLHF) and Supervised Fine-Tuning (SFT) alignment tasks. My services include rating and ranking user prompts and LLM responses, selecting optimal LLM outputs, and more, helping to fine-tune your AI models for better performance. I am well-versed in using leading annotation software, such as: Labelbox LabelImg SuperAnnotate Doccano CrowdAI CVAT Microsoft Excel & Google Sheets Customized client software (NDA protected) Custom Deliverables in Your Preferred Format I understand that each project is unique, and I offer flexible delivery options in formats like YOLO, Pascal VOC, JSON, and more, ensuring seamless integration with your existing workflows. I also currently lead a team of skilled data annotators, consistently delivering a precision rate of over 98% across various projects. Our commitment to quality and client satisfaction is reflected in our outstanding reviews and repeat business from clients. Your satisfaction is my top priority. I work closely with you to understand your annotation guidelines, ask pertinent questions, and ensure that your project is delivered to your exact specifications. I have successfully collaborated with startups, large enterprises, and solopreneurs across diverse industries, adapting to their unique needs and delivering top-quality results. If you’re in need of an experienced and reliable data annotator who consistently delivers quality work, I’m here to help. Click the 'Invite' button, and let’s discuss how I can support your project and help you achieve your goals.

Computer Vision & AI Data Annotation Specialist with expertise in segmentation, bounding boxes, polygon annotation, QA review, and dataset validation. Experienced in handling large-scale datasets including building defect inspection, crack/spalling detection, utility pole annotation, medical imaging, and industrial AI datasets. Successfully completed 1M image annotations with high accuracy and consistent quality delivery. Tools: • CVAT • Labelme • Roboflow • Amazon SageMaker • Supervisely Specialized in: • Segmentation • QA Review • Bounding Box Annotation • Dataset Validation • Building Defect Annotation • Computer Vision QA I focus on accurate, scalable, and production-ready annotation workflows for AI model training.

I’m a detail-oriented freelancer skilled in Microsoft Excel, Microsoft Word, Virtual Assistance, image annotation, and AI image generation. I can manage spreadsheets, organize documents, handle admin tasks, respond to emails, schedule tasks, label images based on instructions, and create high-quality AI-generated images from references. I’m reliable, organized, and ready to help your team with quality work.

👋 Hello! I’m Rabia, a dedicated and detail-oriented Data Entry Specialist with over 20,000+ hours of professional experience in Data Entry, Lead Generation, Data Annotation, Data Management, and Virtual Assistant services. I help businesses maintain accurate databases, organized records, and structured information through reliable and high-quality Data Entry solutions. If you are looking for a dependable Data Entry expert who can handle high-volume Data Entry tasks with speed, precision, and confidentiality — you’re in the right place. I specialize in delivering accurate Excel Data Entry, CRM Data Entry, Online Data Entry, and Web Research Data Entry services that support business growth and operational efficiency. 🔹 Data Entry & Data Management Expertise ✔ Advanced Data Entry in Microsoft Excel and Google Sheets ✔ Accurate CRM Data Entry (HubSpot, Zoho, Salesforce, and custom CRMs) ✔ PDF to Excel & scanned document Data Entry conversion ✔ Image to Excel Data Entry ✔ Website-to-Excel and online database Data Entry ✔ WordPress product listing & eCommerce Data Entry ✔ Copy-paste Data Entry & manual Data Entry projects ✔ Data cleaning, data formatting & database updating ✔ Spreadsheet management & structured Data Entry organization ✔ Large-scale and repetitive Data Entry projects I ensure 100% accurate Data Entry, properly formatted spreadsheets, and well-organized databases for smooth business operations. 🔹 Lead Generation & Data Research ✔ Targeted B2B Lead Generation ✔ Prospect list building with verified contact details ✔ LinkedIn research & business directory Data Entry ✔ Contact information research & email verification ✔ Market research & structured Data Entry compilation ✔ Building organized lead databases in Excel or CRM My Lead Generation process includes detailed research and clean Data Entry to ensure reliable and actionable business data. 🔹 Data Annotation & AI Data Labeling ✔ Image annotation, video annotation & text annotation ✔ Bounding boxes, polygons, cuboids & key point annotation ✔ Instance & semantic segmentation ✔ AI dataset preparation & structured annotation Data Entry ✔ Output formats: YOLO, COCO, Pascal VOC, CSV, JSON ✔ Tools: CVAT, LabelImg, Roboflow, MakeSense.ai, VIA & custom tools I combine Data Entry precision with annotation expertise to deliver high-quality AI training datasets. 🔹 Virtual Assistant & Administrative Support ✔ Email and calendar management ✔ Appointment scheduling & coordination ✔ Customer support & inbox management ✔ Organized file management & documentation ✔ Administrative Data Entry & task tracking ✔ Business support & back-office Data Entry operations ✅ Why Clients Hire Me for Data Entry Projects ✔ 100% accuracy in every Data Entry task ✔ Fast turnaround with consistent communication ✔ Strong attention to detail and data confidentiality ✔ Available 40+ hours per week (Monday–Sunday) ✔ Experienced in long-term and short-term Data Entry contracts ✔ Proven ability to handle small and high-volume Data Entry workloads I am passionate about delivering professional Data Entry services that reduce errors, improve data accuracy, and streamline business workflows. My mission is to become your trusted Data Entry Specialist, Lead Generation Expert, and Virtual Assistant, ensuring your data is organized, updated, and managed efficiently. If you need reliable, organized, and error-free Data Entry support, I am ready to start immediately. 💡 Send me an invite today, and let’s discuss how I can support your Data Entry and administrative needs with precision and professionalism. Eager to assist you, Rabia Inayat

Top Rated Plus | Top 10 Machine Learning Agency on Upwork | $500K+ Earned | 8+ Years in AI & Software Engineering I'm an AI Engineer building production-grade AI agent and RAG systems, not simple prompt wrappers. With 8+ years in software engineering and AI development and $500K+ earned on Upwork, I hold Top Rated Plus status and our team is ranked among the Top 10 Machine Learning agencies on the platform. I work with companies that need an AI system to actually run in production, handle real user traffic, and stay accurate, not a demo that breaks on the first edge case. As an AI Engineer, my core work covers retrieval-augmented generation pipelines, agentic workflows with tool calling and structured outputs, prompt engineering, and LLM integration with OpenAI, Anthropic, and Gemini APIs. This is the kind of system clients need an AI Engineer for: not a chatbot that answers FAQs, but an agent that retrieves the right information, calls the right tools, and follows through on what the user actually needs, with hallucination reduction and evaluation built in from the start. As a Machine Learning Engineer and Data Scientist, I build systems for structured and time-series data: demand forecasting, anomaly detection, biomedical signal analysis, and structural health monitoring. My data scientist workflow covers Python, scikit-learn, pandas, NumPy, and SciPy alongside deep learning frameworks including TensorFlow, PyTorch, and Keras, with experiment tracking and evaluation metrics to ensure models perform consistently in production. When a project needs predictive or classification models alongside the AI agent itself, I own that layer too as a Machine Learning Engineer. As a Computer Vision Engineer and software engineer, I build object detection, multi-object tracking, pose estimation, and image segmentation systems using OpenCV, YOLO, and deep learning architectures. Where this intersects with the AI Engineer work is in multimodal systems and computer vision agents: I work with Vision Language Models (VLMs) to build AI pipelines that understand images and video, not just text. Most AI Engineers only work with text. I bring production computer vision and deep learning experience on top of the LLM layer, which matters for any product where the AI needs to see, not just read. On the engineering side, I work as a Python developer and software engineer building backend services with FastAPI, vector databases including Pinecone and pgvector, and LangChain or custom orchestration for multi-step agent logic. When a project needs full ownership of both the AI layer and the surrounding application, I work as a Full Stack AI Developer, handling backend APIs, database design, and frontend integration so the AI system ships as a complete product, not just a backend script. I work with a specialized team that includes a computer vision PhD, deep learning researchers, and mathematical optimization specialists. This lets me scope larger systems, split orchestration, retrieval, and evaluation work across the team, and deliver a full AI Engineer and Machine Learning Engineer engagement faster than a solo contributor could, with the software engineering discipline of clean APIs, logging, and testing baked in from day one. Clients typically work with me when they need: - an AI Engineer to build a RAG pipeline, AI agent, or chatbot that actually works in production - a Machine Learning Engineer or Data Scientist to build predictive models or structured data pipelines - a Computer Vision Engineer to add visual understanding or VLM-based reasoning to an AI product - a Software Engineer who understands LLM orchestration, tool calling, vector search, and backend architecture - a Python developer who can own the full stack from model training to deployed API If you need an AI Engineer and a software engineer with the full stack from prompt design to production deployment, let's talk. Main stack: Python, OpenAI API, Anthropic Claude, Gemini, LangChain, LangGraph, LlamaIndex, FastAPI, Pinecone, pgvector, TensorFlow, PyTorch, Keras, OpenCV, YOLO, Docker, PostgreSQL, JavaScript, Git.

🔷️ Looking for a Fast learner, Problem Solver ? New project/use cases are most Welcome. Its all about Research and figuring things out. And I love to do that (R&D). Always a Problem Solver. 🔷️I am an Expert in writing Python Scripts, Machine Learning, Data Science, SQL, Snowflake, Streamlit, LLM's, Arduino projects, Automation tasks, Data extraction from PDFs. 🔸️ Ecommerce, Finance, EdTech, Medical, Sensors, Agriculture, Machines etc. Usecase Industries. 🔸️ Professional Data Science work on unstructured/structured datasets. 🔸️ Data Analysis on Sales/transaction data. 🔸️ Purchase Pattern prediction, Customer behaviour analysis, Product Recommendation Systems. 🔸️ Full-fledged Streamlit Dashboard/webapp for Interactive Data visualization, and analysis. 🔸️Fine tuning LLM's, RAG pipeline, Get your Chatbot/ GPT/ LLM trained on your custom dataset. 🔸️ Image Annotation, Evaluating AI responses/AI training ✔ Pandas, NumPy — data cleaning, missing value handling, outlier treatment, data analysis. ✔ Scikit-learn — ML pipelines, feature engineering, hyperparameter tuning, model optimization. ✔ NLP - Text preprocessing, tokenization, embeddings, tf-idf, Word2vev, SBERT, similarity models. ✔ ML Models — LR, SVM, KNN, Decision Tree, Random Forest, XGBoost, PCA, SMOTE etc. ✔ Visualization & Environment — Matplotlib, Seaborn, Jupyter Notebook, Google Colab. 🔸️Things I love to do : ✔ Writing Python Scripts ✔ Python scripts/code debugging ✔ Machine Learning / Data Science / Python projects ✔ Automation with Python ✔ Basic to Advanced Arduino Projects (PID Algorithm, sensors, motors, pneumatics and many more) 🔸️Also having experience of more than 2 years of Arduino Programming on lot of sensors, modules, motors, motor drivers like Cytron, L298N, LSA08, Ultrasonic, IR sensor, Actuators, Pneumatics, Line Follower, Wall Follower, and high-level autonomous and manual omni-wheel drive robots ⭐️ I always try to give more than expected, with better quality. ⭐️ Finishes a lot before the deadline. ⭐️ Always ready to sort out the issues, and to help in every possible way. ⭐️ Clients satisfaction is my priority. Never wants to disappoint my clients. ⭐️ Ready to help. 🙂 Ping me to discuss the project details. Thanks a lot. 🙂