GenAI Solutions Architect @ AWS | AI/ML Builder | LLM Engineer
| Project | Description | Link |
|---|---|---|
| Hugging Brain | AI intelligence platform for engineers — curated insights on LLMs, VLMs, GenAI, and Agentic AI | huggingbrain.in |
| RedForge | Production-grade LLM Red Teaming & Vulnerability Scanner — 47 probes, 9 providers, OWASP LLM Top 10, MITRE ATLAS, compliance reports | redforge.vercel.app |
| Prompt Battle | Competitive prompt engineering arena — battle, practice, context challenges & superpowers. Powered by Claude Haiku | prompt-battle-pi.vercel.app |
| Claude Architect Lab | Interactive lab for learning Claude API patterns, architecture, and best practices | claude-architect-lab.vercel.app |
| Inference Engineering | Guides and tools for LLM inference optimization and deployment | inferenceengineering-tech.vercel.app |
| Repo | Description |
|---|---|
| redforge | Production-grade LLM Red Teaming & Vulnerability Scanner — OWASP LLM Top 10, MITRE ATLAS, YARA scanner |
| hugging-brain | Hugging Brain — AI intelligence hub for engineers covering LLMs, VLMs, GenAI and Agentic AI |
| prompt-battle | Competitive prompt engineering arena powered by Claude Haiku |
| LLM-Inferencing-Recommender | Tool to help decide the right GPU for LLM inference workloads |
| building-with-claude-api | Code samples and patterns for building with the Claude API |
| claude-with-amazon-bedrock | Crash course on using Claude with Amazon Bedrock |
| sample-agents-with-nova-act-and-mcp | Build web-action agents combining Amazon Nova Act with Model Context Protocol (MCP) |
| Repo | Description |
|---|---|
| NCP-AAI | Complete prep package for NVIDIA-Certified Professional: Agentic AI — 32 notebooks, 112 practice questions, 5 labs |
| Building-Agentic-AI-Applications-with-LLMs | Comprehensive course for NVIDIA NCP-AAI certification |
| rag-evaluation-course | Course on evaluating RAG and semantic search systems |
| LearningLangChain_v1.0 | Learning LangChain v1.0 and building agents |
| LLMsFromScratch | Building large language models from scratch |
| Learning-PyTorch | PyTorch fundamentals and deep learning experiments |
| Repo | Description |
|---|---|
| gpt-2 | Training GPT-2 from scratch on tinyshakespeare with MLflow tracking — inspired by Andrej Karpathy |
| gpt-2-hindi | Training GPT from scratch on FineWeb Hindi-Latin dataset with MLflow |
| rag-cookbook | Recipes and patterns for Retrieval-Augmented Generation |
| fastapi-for-machine-learning | FastAPI patterns for serving ML models |
| Inference-Engineering | Deep dive into LLM inference engineering |
| Repo | Description |
|---|---|
| Swapnil-Portfolio | Personal portfolio website built with Astro |
| nvidia-agent-toolkit | NVIDIA agent toolkit exploration and experiments |
| q_cli_prompt_template | Amazon Q CLI prompt templates |
| MindMaps | Visual mind maps for AI/ML concepts |
Building at the intersection of cloud infrastructure and AI — one model at a time.