𝐅𝐨𝐜𝐮𝐬 𝐨𝐧 𝐲𝐨𝐮𝐫 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 while I handle everything related to AI and software development. Have a great idea for an AI agent or assistant but 𝒅𝒐𝒏'𝒕 𝒌𝒏𝒐𝒘 𝒘𝒉𝒆𝒓𝒆 𝒕𝒐 𝒔𝒕𝒂𝒓𝒕? Just send me a DM and we will arrange 𝐚 𝐟𝐫𝐞𝐞 𝟒𝟎-𝐦𝐢𝐧 𝐜𝐨𝐧𝐬𝐮𝐥𝐭𝐚𝐭𝐢𝐨𝐧 📞 where I will do my best to answer all your questions. [Updated: June 16, 2026] I helped a wide range of customers - from small startups to enterprises - build human-like AI agents, LLM assistants, NLP projects, RAG systems, AI Knowledge Bases, AI MVP and AI chatbots. Here are some examples: · AI assistant with RAG functionality for a leading telehealth company; · LLM-based call analysis and assessment using over 40 parameters; · LLM agent to extract information from medical records; · AI agent for a real estate sales team; · Health AI assistant for nurses; · RAG software for financial and investment analysts that processes documents in various formats; · AI real-time voice avatars for US medical students. I can help you build an advanced RAG system with your own data. Moreover, I can help you integrate AI / LLMs / ML in your business strategy, products and roadmap. "Simple put, one of the best engineers we've ever worked with" ⭐️⭐️⭐️⭐️⭐️ - Boaz, Head of RnD @ HoneyBook 𝐋𝐋𝐌𝐬: OpenAI (GPT 3.5, GPT 4, Whisper AI), Anthropic (Claude 3.5 Sonnet), DeepSeek and open-source models (Mistral, Llama 3). 𝐀𝐈 𝐬𝐤𝐢𝐥𝐥𝐬: OpenClaw, LlamaIndex, Langchain, Prompt Engineering, Vector store databases (Pinecone, Qdrant, Chroma DB), agents (AutoGPT, Autogen), chatbots, assistants, knowledge bases. 𝐃𝐞𝐩𝐥𝐨𝐲: Azure Cloud Services, Docker, AWS, Web apps, Chatbot platforms. 𝐅𝐮𝐥𝐥 𝐒𝐭𝐚𝐜𝐤 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠: - React & Next.js / Angular frontend architecture - Python (FastAPI) backend development - Node.js, Express.js, Nest.js APIs - SQL Server, MySQL, PostgreSQL, MongoDB - Multi-tenant SaaS platforms - Stripe billing & subscription systems If you are looking for a reliable and skilled AI developer who can deliver high-quality results, message me. I would love to hear more about your project and discuss how I can help you achieve 𝐲𝐨𝐮𝐫 𝐠𝐨𝐚𝐥𝐬.

Want to deploy production-ready AI models, automate complex visual/text workflows, or build rigorous data pipelines? I bridge the gap between advanced research and scalable engineering. As an ML Engineer and Data Scientist with a Master’s degree, I specialize in building deterministic, high-performance AI systems. From fine-tuning LLMs and training computer vision models to engineering leakage-aware research datasets, I deliver clean, reproducible, and production-grade code. Whether you are a startup needing a custom RAG pipeline or an enterprise optimizing massive datasets, I ensure your models perform with mathematical precision. 🚀 CORE CAPABILITIES • AI Systems, LLMs & Automation Building robust RAG pipelines, structured data extraction systems, and automated workflows using Gemini, OpenAI, and Claude APIs. Expert in prompting strategies that yield deterministic, enterprise-grade outputs. • Natural Language Processing (NLP) & Dataset Engineering Experienced with Hugging Face Transformers for text classification, summarization, and multi-label categorization. Specialized in building leak-aware, balanced training/validation pipelines (e.g., CVEfixes vulnerability dataset parsing). • Computer Vision & Synthetic Data Generation Hands-on experience with object detection, image segmentation (U-Net variants), and custom preprocessing. I design synthetic image/video generation pipelines using state-of-the-art tools (Runway, Vidu, Veo, Stable Diffusion) for specialized model training and simulation datasets. • Machine Learning & Deep Learning (PyTorch & TensorFlow) End-to-end model development, validation, and optimization using PyTorch, TensorFlow, and Scikit-Learn. Expert at resolving class imbalances, handling massive datasets, and model benchmarking. • Statistical Modeling & Time Series Deep mathematical background in optimization, logistic/linear regression, hypothesis testing, and time-series forecasting. Experienced with complex real-world data analysis (e.g., NHANES health prediction models). • Data Quality & Engineering Advanced data cleaning and curation using Python, R, CleanLab, and Argilla to isolate and eliminate noise, outliers, and duplicates before they hit your training loop. 🛠️ TECHNICAL TOOLKIT • Languages: Python, R, Bash, SQL • AI/ML Frameworks: PyTorch, TensorFlow, Scikit-Learn, Hugging Face • Data Tools: CleanLab, Argilla, Pandas, NumPy, Excel (Pivot Tables) • Visualization: R (ggplot2), Python (Matplotlib, Seaborn) • Generative Media: Veo, Runway, Vidu, Stable Diffusion API Let’s turn your data into a competitive advantage. Click the "Invite to Job" button to discuss your project requirements!

I build AI systems that turn data into decisions fast. Whether you’re trying to match the right candidate to the right job, detect products in real time, or launch a custom GPT-style assistant, I’ll help you go from concept to deployment with clean, reliable, production-ready AI. As a seasoned AI/ML engineer and consultant, I specialize in delivering full-stack machine learning solutions across NLP, LLMs, computer vision, time series forecasting, and anomaly detection - all optimized for real-world speed, scale, and security. I work with startups, founders, and enterprise teams to integrate AI deeply into their workflows, transforming raw data into value, and automation into advantage. 🔹 Core Capabilities • Vertex AI & MLOps Excellence Scalable training, tuning, deployment, and monitoring pipelines using Vertex AI, AutoML, and GCP-native tooling. Seamless integration with BigQuery, Cloud Functions, and artifact management via MLflow or Vertex AI Experiments. • Natural Language Processing (NLP) Building and fine-tuning powerful NLP systems: resume classifiers, document summarizers, sentiment engines, NER extractors, and custom GPT-like assistants using Transformers, Hugging Face, LangChain, and LLM fine-tuning frameworks (LoRA, QLoRA). • Computer Vision Developing high-performance visual systems for image classification, object detection (YOLOv5/v8), segmentation, and OCR using TensorFlow, PyTorch, and pre-trained vision transformers (e.g., SAM, CLIP). • Time Series Forecasting & Anomaly Detection Designing intelligent systems to predict, flag, and act on time-dependent patterns in finance, retail, supply chain, and operations using Prophet, ARIMA, LSTM, CNN-LSTM hybrids, and change-point detection algorithms. • Prompt Engineering & Generative AI Crafting strategic prompts and pipelines for GPT-4o, LLaMA 3, Claude, and open-source LLMs. Experienced in structured chaining, memory management, and tool-calling using LangChain, LangGraph, and LangServe. • Framework Mastery Fluent in TensorFlow, PyTorch, Scikit-learn, Hugging Face, OpenCV, FastAPI, Streamlit, and Docker. Whether building from scratch or scaling pre-trained models, I’m equipped to handle any task cleanly, efficiently, and with purpose. 🔹 Beyond the Code – Strategic Execution • I turn business goals into deployable AI systems, translating product vision, user needs, and messy data into models that work in the real world. • I collaborate across teams - bridging gaps between technical and non-technical stakeholders to ensure clarity from planning to post-deployment. • I prioritize performance, reliability, and scale, building systems that aren’t just accurate, but fast, maintainable, and cost-efficient. • I move with intent - scoping projects clearly, setting expectations early, communicating consistently, and delivering on time. • I think like a partner, not a contractor - solving the problem behind the problem, and always looking for the simplest, smartest path to ROI. If you’re looking for a high-caliber AI partner - someone who writes clean code and thinks like a product strategist, let’s connect. I’ll help you bring your AI vision to life, from concept to deployment.

A Master's graduate in Computer Science (Specialization in AI) with 4+ years of experience in AI and Machine Learning, including work as a Scientist/Engineer at ISRO, a Freelance AI Engineer, and an AI Trainer at Outlier.ai. Specialized in decentralized AI, federated learning, small multimodal models, and AI for healthcare applications. Passionate about privacy-preserving AI, self-supervised learning, and AI-driven automation. Proficient in Python, TensorFlow, PyTorch, Flower (Federated Learning), and AI model training.

I build AI systems that work in production - not just in demos. With 10+ years in AI/ML and enterprise software, 3000+ hours on Upwork, 700+ solutions delivered, and 400+ clients across the globe, I've earned a simple reputation: if you need intelligent automation, a custom LLM application, or a scalable ML pipeline, I'll build it, ship it, and make sure it holds up. I work across the full AI stack: from raw data ingestion and model training to fine-tuning LLMs, deploying RAG architectures, and integrating everything into production-grade systems. Whether the project lives on AWS (Bedrock, SageMaker, Textract, Comprehend), Google Cloud (Vertex AI), or runs locally (Ollama, LLaMA, DeepSeek), I build for the environment that fits your business, not the one that's easiest for me. ➛ 𝗪𝗵𝗮𝘁 𝗜 𝗯𝘂𝗶𝗹𝗱 𝗠𝗟𝗢𝗽𝘀 & 𝗣𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻 𝗠𝗟 End-to-end ML pipelines with MLflow, SageMaker, and Azure ML. Model training, fine-tuning, versioning, and monitoring. TensorFlow, PyTorch, Keras, Scikit-learn, XGBoost. Deep learning, neural networks, and Diffusion Models. 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 & 𝗟𝗟𝗠 𝗔𝗽𝗽𝗹𝗶𝗰𝗮𝘁𝗶𝗼𝗻𝘀 Custom GPTs, AI agents, and RAG pipelines using OpenAI, Claude, LLaMA, Mistral, and DeepSeek. LLM fine-tuning with LoRA/QLoRA. Prompt engineering (zero-shot, few-shot, chain-of-thought). Multi-agent systems with LangChain and LangGraph. Deployed on AWS Bedrock, Vertex AI, or self-hosted via Ollama/Supabase. 𝗗𝗮𝘁𝗮 & 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 Data mining, web scraping, and pipeline engineering with Pandas, NumPy, and Python. Business intelligence and analytics with Amazon QuickSight. NLP with Amazon Comprehend, BERT, SpaCy, Transformers - text classification, sentiment analysis, entity recognition, content generation. 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 & 𝗗𝗼𝗰𝘂𝗺𝗲𝗻𝘁 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 OCR and document processing with Amazon Textract, Azure Computer Vision, OpenCV, and Tesseract. Image recognition, face detection, and vision-based automation. Stable Diffusion and generative image workflows. 𝗖𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻𝗮𝗹 𝗔𝗜 & 𝗪𝗼𝗿𝗸𝗳𝗹𝗼𝘄 𝗔𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 AI assistants and knowledge-base chatbots. Context-aware conversation systems integrated via API. GoHighLevel automation and CRM-connected AI workflows. Amazon Translate for multilingual deployments. 𝗪𝗵𝘆 𝗰𝗹𝗶𝗲𝗻𝘁𝘀 𝗰𝗼𝗺𝗲 𝗯𝗮𝗰𝗸 Most AI projects fail at the handoff from prototype to production. I've spent a decade closing that gap, writing systems that are maintainable, monitored, and built to scale beyond the first deployment. - Production-first architecture from day one - Strong documentation and clean, handoff-ready code - Experience across AWS, Azure, GCP, and open-source stacks - Clear communication throughout, no black boxes - On-time delivery with post-launch accountability 𝗘𝘃𝗲𝗿𝘆 𝗽𝗿𝗼𝗷𝗲𝗰𝘁 𝗶𝗻𝗰𝗹𝘂𝗱𝗲𝘀: - 1 month post-delivery support - 1 month warranty on all deliverables - Dedicated technical consultation If you're building an AI product, automating a complex workflow, or turning your data into something that actually makes decisions, let's talk. I'll tell you in the first conversation whether it's feasible, how long it takes, and what it'll cost.

💡 NLP, Machine Learning, and Deep Learning Implementations 💡 Model Deployments, Data analysis and Visualizations 💡 Custom & Interactive Dashboards and ML Apps - Expertise with: NLP, ML, BigData tools GPT3, T5, custom transformer implementations Large Language Models (LLM's) ChatGPT, GPT index, Langchain Prompt Engineering Language Modelling Topic Modelling, Text Analytics Word Embeddings, Transformer Embeddings Text Similarity, Similarity Engines Recommendation Engines, Ranking Engines Classification Models, Predictive Models Time Series Analysis Classical ML (Regression Analysis, Clustering, Random Forests, Statistical Analysis, Gradient Boosting etc) OCR and Document Parsing (Extracting Tables, Text, etc) Pytorch, Pyspark, Scikit-Learn Python: Django Rest Framework, Flask, Cronjob, Celery, RabbitMQ, Web scraping, Crawling, Data Mining, Micro-Services, Logging & Debugging Database Integrations: Elasticsearch, ArangoDB, SQL, PSQL, SQLLite, MongoDB, CassandraDB, Custom integrations Deployments: Gunicorn, Nginx, Docker, Docker-Compose, AWS, Azure, GCP - About me I am Hamza Shaheen and I am a data scientist with half a decade of experience in machine learning. I will help you with your Python Problems and projects. My services include Data Cleaning, Processing, Analysis, and visualization using Python. I have all of the experience and skills you are looking for and I will be the perfect person for your business. I have a history of always completing my projects ahead of schedule. I try my best to exceed clients' expectations with high-quality work. I would love to assist you in your business in various ways and I am looking forward to it.

⭐️⭐️⭐️⭐️⭐️ “Ishaq is a Professional Data Analyst and Research Consultant.” Python: Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, Matplotlib, Seaborn, Plotly| R / RStudio, Rshiny | SPSS | STATA | EViews | Power BI | Tableau| MS Excel | Cloud Platforms: Microsoft Azure Machine Learning Studio, AWS SageMaker, and Google Cloud AI tools. 📊 Kindly Contact Me Before Placing Your Order! I am a Data Analyst, Machine Learning Engineer, and Statistician (PhD) with a strong background in transforming complex data into actionable insights and intelligent solutions. Over the years, I’ve worked across research, analytics, and AI-driven problem solving, helping businesses and researchers make confident, data-backed decisions. 🔹 What I Offer This gig provides comprehensive quantitative and qualitative data analysis with detailed, easy-to-understand reports using cutting-edge tools and technologies. 🔹 Areas of Expertise I specialize in: Data Analysis & Visualization: Python, Power BI, Tableau, MS Excel Machine Learning & AI: Scikit-learn, TensorFlow, PyTorch, NLP, Deep Learning, Predictive Modeling, and Time Series Forecasting Statistical Modeling: Hypothesis Testing, Regression, ANOVA, Bayesian Inference, and Experimental Design Data Engineering: SQL, ETL Pipelines, Data Cleaning, Preprocessing, and Automation Cloud-Based Analytics: Deploying ML models and data pipelines on Azure and AWS Research & Academic Writing: Statistical consulting, reproducible research, and technical documentation. I also conduct specialized analyses in: Biostatistics, Bioinformatics, and Biometrics Econometrics and Economics Environmental and Genetic Statistics Mathematical and Applied Statistics Time Series and Forecasting Hypothesis Testing (Chi-square, t-test, z-test, etc.). 🔹 Why Work With Me With PhD-level expertise in data science and statistics, I combine academic depth with industry-grade analytical skills. Every project is approached with precision, reproducibility, and practical insight, ensuring your data tells a story that truly matters. 🔹 What You Can Expect ✅ Accurate and reproducible analysis ✅ Clear interpretation and professional visualization of results ✅ Fast delivery and transparent communication ✅ 100% client satisfaction Let’s bring your data to life through intelligent analysis and modern AI solutions. Kindly contact me before placing your order to discuss your project requirements in detail.

AI Engineer with over 6 years of hands-on experience in Natural Language Processing (NLP), Computer Vision, and Recommender Systems. With a proven track record on Kaggle, I'm ranked in the top 10% of competitors worldwide. 🌍 My expertise extends to designing, training, testing, and deploying end-to-end applications using Django, Nginx, and Gunicorn on platforms such as AWS, Heroku, and GCP. I have a solid background in working with REST APIs and containers, ensuring smooth integration and deployment of AI solutions. 🚀 My technical toolkit includes: 🔸 Deep Learning Models: Keras, TensorFlow, PyTorch 🔸 Batch & Stream Processing: Spark SQL 🔸 Backend Development: PostgreSQL 🔸 AWS Services: S3, Kinesis, Dynamo DB, Elasticsearch, Redis via Boto3 In the NLP domain, I have worked on developing chatbots, data extraction pipelines, text classification, and sequence labeling. I have also finetuned large language models like GPT-3 and LLAMA for specific use cases. In Computer Vision, I've worked on object detection, OCR models, player and ball tracking in sports analytics, video analytics and more. I have a track record of creating efficient models for fast processing and small memory usage. In Generative AI, I have developed high-quality image generation models using stable diffusion and text generation models using OpenAI GPT models. I've had the privilege to work with diverse remote teams from the USA, Russia, Germany, Japan, and the Philippines, honing my collaboration and communication skills. Let's leverage AI to transform your business processes, enhance customer experiences, and unlock new opportunities. Reach out to discuss how we can collaborate to achieve your goals. Looking forward to helping you bring your AI vision to life! 😊

Dear Clients, I am Amit Kumar, CEO & Co-founder of Orion eSolutions, headquartered in Toronto, Canada. With over 15 years of entrepreneurial experience, I lead a team of over 150 professionals at our AI Development and Custom Application Development company. Our expertise spans Custom Software Development, Artificial Intelligence and Machine Learning, On-Demand Software Engineers, certified DevOps consultants, and QA Engineers, tailored to meet the unique needs of each project. At Orion eSolutions, we harness the power of AI, Machine Learning (ML), and AI Agents to deliver cutting-edge solutions that transform businesses. Our AI techniques provide innovative approaches for end-to-end product development and IT staff augmentation, ensuring your business stays ahead of the curve. Our talent pool includes experts in the following technologies: - Artificial Intelligence & Machine Learning: AI algorithm development, ML model training and deployment, Natural Language Processing (NLP), Computer Vision, Predictive Analytics, AI-Powered Chatbots and Voice Assistants - Backend Development: ASP.NET, Dotnet Core, Java, Laravel, Node.JS, Python, Django - Frontend Development: Angular, React.JS, Vue.JS, HTML, UX Specialists - DevOps & Cloud Services: Kubernetes, Terraform, AWS, Azure, GCP, VM Ware, Heroku, OpenStack - Managed IT Services: IT Security, Network & Server Management (Linux/Windows), Server Application, - Database Management & Monitoring - Mobile Development: Native iOS, Native Android, Ionic, Flutter, React Native - Quality Assurance: Functional Testing, Non-Functional Testing, Specialized Testing Services, Test Automation - UI/UX Design: Research, User Experience (UX) Design, User Interface (UI) Design, Product Redesign Services, Brand Design Our AI and ML capabilities are showcased in our AI-powered agents at voagents.ai, which provide seamless voice and text interactions for scheduling, customer support, and more. Contracts are managed through our North American entities, ensuring full accountability. We offer the option for physical meetings with our staff in the USA/Canada to secure contracts. Let's talk about your project. - Amit Kumar CEO, Orion eSolutions Inc.

🏆 Top 0.1% on Upwork | We’ve helped companies across industries (Law Firms, Agencies, Corporates, etc...) save hundreds of hours and over $100K+ per year with our custom AI solutions. Hi 👋- I’m Sage, founder of AI Saige..... We specialize in building all sorts of AI Solutions (Voice Agents, Chatbots, Automations, etc...) with the sole goal of helping companies streamline their processes, and make more money. If you’re looking to remove bottlenecks, scale client interactions, and turn your operations into a well-oiled, AI-powered machine — you’re in the right place. We don’t just integrate AI tools; we transform your business into an AI-powered organization. ⭐️⭐️⭐️⭐️⭐️“Working with Sage has been one of the best decisions I’ve made for my business.” - Tania B. (Kube Coworking) ------------------------------------------------------- At AI Saige, every project is custom-built around the client’s workflows — we don’t build templates, we build systems. Our automations integrate seamlessly with tools like Claude Code, Make, n8n, Zapier, Twilio, Retell, and more, connecting your CRM, calendar, voice, and messaging channels into one cohesive ecosystem. Examples of our Work • AI Outreach System (Real Estate Agency - Ascend Agency) → Engages leads through outbound calls and SMS using natural sales dialogue, objection handling, and qualification logic. → Fully integrated with CRM for automatic lead updates and appointment booking. → Result: Automated ≈ 90% of the outreach workflow and increased closing rate by ~25%. • AI Chatbot Assistant (Kube Coworking) → Handles customer inquiries across WhatsApp, Instagram, and Web chat. → Qualifies leads, adds them to Pipedrive, notifies the team, and supports live transfers. → Result: Automated 80% of intake and boosted booked trials & tours by 30%. • AI Backend Automation (Law Firm – Expungement System) → Built the backend for an AI SaaS that automates legal document processing end-to-end. → Uses Puppeteer to scrape and cross-reference court data, GPT-based AI to extract key details, and n8n on DigitalOcean to auto-fill legal forms. → Result: Processes 1,000+ requests per month, saving 2,500+ lawyer hours (~$125K–$375K/year) in admin work while remaining scalable for new regions and case types. Some of the Tools we Use: 🤖 Chatbots: Voiceflow · Botpress · n8n Chatbots 🎙️ Voice Agents: Retell · VAPI · Bland · LiveKit 🔄 Automations: Make · Zapier · n8n · Puppeteer 📞 VoIP & Communication: Twilio · Vonage · Google Voice 💬 Large Language Models (LLMs): GPT-5 · Claude 4.7 · Gemini · LLaMA 🗣️ Speech-to-Text (STT): Deepgram · OpenAI Whisper 🔊 Text-to-Speech (TTS): ElevenLabs · OpenAI · Cartesia 💻 Programming & Scripting: Python · JavaScript · JSON Clients love working with us! Here’s what one client said about us: ⭐️⭐️⭐️⭐️⭐️“Outstanding freelancer, would use again, and again and again!” - Kene O. ⭐️⭐️⭐️⭐️⭐️“Sage went above and beyond. He built, tested, and iterated on our AI caller/chatbot system.” - Ascend Agency Our mission is to help businesses strategically harness AI. To master it before it masters us. Every project, every consultation is designed to deliver measurable ROI from day one, by strategically harnessing the power of AI & Automation. If this sounds like something you’re interested in, shoot me a message. We offer free consultations as well. Thanks! Talk soon :)