AI Engineer | Generative AI | Computer Vision | Machine Learning | RAG | Edge AI

# AI Engineer | Generative AI | Computer Vision | Machine Learning | RAG | Edge AI I am an AI Engineer with **4+ years of experience** building and deploying production-ready AI systems across **Machine Learning, Deep Learning, Computer Vision, NLP, and Generative AI**. Unlike many AI developers who focus solely on LLMs, I work across the **entire AI stack**. I believe the best solution isn't always a large language model or an expensive API. Many real-world problems are better solved using classical machine learning or deep learning, resulting in **lower infrastructure costs, faster inference, reduced latency, and greater control**. My approach is always to choose the right technology for the problem—not the trend. ## What I Build ### 🤖 Generative AI & LLM Applications * Retrieval-Augmented Generation (RAG) & Multimodal RAG * GraphRAG * AI Agents & Agentic Workflows * MCP (Model Context Protocol) * Semantic Search & Vector Databases * Document Question Answering * AI Chatbots & Knowledge Assistants * Prompt Engineering * Fine-tuning & Embedding Models * OpenAI, Anthropic Claude, Gemini, Qwen, Llama, and other open-source LLMs ### 📄 Intelligent Document Processing I have built production systems capable of understanding complex technical documents, including: * OCR pipelines * Table extraction * Layout analysis * Image understanding using Vision Language Models * Technical manual intelligence platforms * PDF parsing and indexing * Multimodal document understanding * Large-scale document search and retrieval ### 👁️ Computer Vision * Object Detection * Face Recognition * Image Classification * Image Segmentation * Multi-Object Tracking * OCR & Document Vision * Embedding-based Image Search * Edge AI Vision Applications * Real-time Video Analytics I have developed vision systems for **industrial environments, smart glasses, surveillance, and traffic monitoring**, with a strong focus on real-time performance and edge deployment. ### 🎤 Speech AI * Speech-to-Text * Whisper Optimization * Domain-specific Speech Recognition * Audio Processing Pipelines * Voice-enabled AI Assistants ### 📊 Machine Learning * XGBoost * LightGBM * CatBoost * Random Forest * SVM * Predictive Analytics * Time Series Forecasting * Recommendation Systems * Anomaly Detection * Feature Engineering ## Production AI Engineering I specialize in taking AI models beyond experimentation into scalable production systems. My experience includes: * FastAPI * Python * PostgreSQL * pgvector * FAISS * Docker * GPU Acceleration * Async Processing * REST APIs * Cloud & Edge Deployment * AI Pipeline Design * Model Monitoring ## AI Optimization Deploying AI efficiently is just as important as achieving high accuracy. I have hands-on experience with: * Knowledge Distillation * Structured Model Pruning * Quantization * Efficient Transformer Inference * GPU Optimization * Edge AI Deployment * Latency Reduction * Memory Optimization ## Projects I've Delivered Some of the production AI systems I've built include: * Industrial Manual Intelligence Platform using Multimodal RAG * Intelligent Document Processing & OCR Pipelines * Offline Edge AI Question-Answering Systems * AI-powered Technical Knowledge Assistants * Semantic Video Search & Chat with Video * Speech-to-Text Systems for Industrial Applications * Face Recognition Systems for Smart Glasses * Intelligent Traffic Monitoring using Computer Vision * Production AI APIs for enterprise applications ## Leadership Alongside hands-on development, I lead a team of AI engineers, where I contribute to: * Solution Architecture * Technical Planning * Code Reviews * Mentoring Engineers * Delivery Management * Production Best Practices ## Why Clients Work With Me I focus on building AI systems that are: * Production-ready * Scalable * Cost-efficient * Accurate * Maintainable * Easy to integrate Whether you need a machine learning model, a computer vision solution, a multimodal RAG system, an AI agent, an intelligent document processing pipeline, or an end-to-end Generative AI application, I can help design and build a solution that balances **performance, scalability, and cost**. If you're looking for an AI Engineer who can understand your business problem, recommend the right technology, and deliver a reliable production-ready AI solution, I'd be happy to discuss your project.