Farseen Shaikh | AI/ML Engineer
👋 Introduction
I'm a Data Science student and AI researcher passionate about building the next generation of autonomous AI systems. Currently focused on developing agentic AI applications, multi-agent systems, and domain-specific AI solutions that bridge the gap between cutting-edge research and real-world impact.
I specialize in the intersection of traditional ML/DL foundations and modern GenAI architectures, with particular expertise in medical AI, blockchain integration, and production-ready RAG systems. My mission is to create AI that doesn't just automate tasks, but genuinely augments human capabilities while maintaining ethical standards.
🏆 Recent Achievements
- 🥇 1st Prize Winner - GOAT Solana MCP Hackathon (2025) | Built cutting-edge Model Context Protocol server
- 🏅 Regional Finalist - Google AMD Hackathon powered by GeeksforGeeks (2023) | Deep learning neural network for comment classification
- 🥇 Winner - Agno Hackathon | Multi-agent AI systems and autonomous workflows
🔬 AI/ML Expertise
ML/DL Foundations
- Deep Learning: PyTorch, TensorFlow, 3D U-Net, CNNs, Transformers
- Medical AI: fMRI analysis, neuroimaging, brain segmentation, diffusion models
- Neural Networks: Classification, regression, computer vision, time series analysis
- Specialized: Medical imaging pipelines, custom architectures, model optimization
GenAI & Agentic AI
- Agent Frameworks: LangChain, LangGraph, Agno, CrewAI, AutoGen
- LLM Integration: OpenAI API, Anthropic Claude, Gemini 2.5 Pro, Sarvam AI
- RAG Systems: ChromaDB, vector databases, advanced retrieval architectures
- Model Context Protocol (MCP): Custom server development, AI-to-AI communication
- Fine-tuning: Custom training pipelines,GRPO, PPO & RLHF, bias detection systems
🛠️ Technical Stack
Backend: FastAPI, Node.js, TypeScript, Python
Cloud: AWS, Google Cloud, Docker, Kubernetes
Databases: Vector DBs, Knowledge Graphs, PostgreSQL, MongoDB
Blockchain: Solana, Base, Web3 APIs, DeFi protocols
DevOps: CI/CD, containerization, API development
🌟 Notable Projects
- GOATsolana-MCP: Model Context Protocol server enabling Claude to analyze Solana blockchain data through natural language
- AshaChatbot: Production RAG system with LangChain, Gemini 2.5 Pro, and bias detection for JobsForHer Foundation
- Deep Learning Portfolio: Specialized medical AI models for neuroimaging, fMRI analysis, and brain segmentation
- StablePay: Enterprise-grade stablecoin payment processor with AI-powered risk assessment
🎯 Current Focus
Exploring the convergence of autonomous AI agents, multi-modal reasoning, and domain-specific applications in healthcare and finance. Passionate about building agentic AI systems that solve real-world problems while maintaining ethical standards and human oversight.
🧠 Research Interests
- Agentic AI: Multi-agent systems, autonomous reasoning, tool usage
- Medical AI: Neuroimaging, clinical decision support, healthcare automation
- AI Ethics: Bias detection, responsible AI deployment, human-AI collaboration
- Blockchain + AI: Decentralized AI, on-chain inference, crypto-native applications
Building the future of autonomous AI, one breakthrough at a time.