Portfolio System

Agentic AI & GenAI Expertise: Multi-Agent Systems (MAS), Agentic Workflows, RAG (GraphRAG/HyDE), Vision-Language Models (VLMs), ReAct, Chain-of-Thought (CoT), Prompt Optimization (DSPy), Model Context Protocol (MCP), Autonomous Agents
ML/AI/NLP Expertise: Computer Vision (Object Detection/Segmentation), Natural Language Processing (NLP), Transformer Architectures (BERT/ViT), Reinforcement Learning (RL), Model Fine-tuning (LoRA/QLoRA), Quantization (GGUF/AWQ), OCR, Edge AI, Distributed Training
Agentic Frameworks & LLMs: LangGraph, CrewAI, Microsoft AutoGen, Pydantic AI, LangChain, LlamaIndex, OpenAI Swarm, Claude 4.5/4.6 Opus, GPT-5.2/5.3, Gemini 3 (Pro/Flash), Llama 4/4.5, Ollama, vLLM
LLM Evaluation & Red-Teaming: Ragas (RAG Assessment), LangSmith, Arize Phoenix, DeepEval, Human-in-the-loop (HITL) Evaluation, Hallucination Detection, Bias & Safety Testing
Deep Learning & MLOps: PyTorch, TensorFlow, Keras, Hugging Face Transformers, ONNX, TensorRT, Metaflow, Weights & Biases, LangSmith, Arize Phoenix, MLflow, Ray Serve
Computer Vision: YOLO (v8/v9/NAS), Detectron2, Tesseract, PaddleOCR, OpenCV, FiftyOne, Encord, Google ML Kit, SAM (Segment Anything Model)
Cloud & Infrastructure: AWS (Lambda, SageMaker, Bedrock, ECS, EventBridge), GCP (Vertex AI, Cloud Run, BigQuery, Document AI), Kubernetes (K8s), Docker, Terraform
Fullstack & Databases: Python, Node.js, TypeScript, Rust, PostgreSQL, MongoDB, Pinecone/Weaviate/ChromaDB (Vector Search), Elasticsearch, Kafka
DevOps & API: CI/CD (GitHub Actions), Docker Compose, REST/gRPC API Design, Swagger/OpenAPI, Monitoring (Sentry, CloudWatch, Prometheus, Grafana)