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s-cuda/README.md

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πŸ‘‹ About Me

πŸŽ“ M.S. Applied Data Science @ Syracuse University (GPA: 3.92/4.0)
πŸ’Ό 2+ years in FinTech (Freo & Simpl) : driving data-driven decisions at scale
πŸ€– Building ML applications end-to-end: from research and experimentation to production deployment
🌍 Passionate about LLMs, RAG systems, and agentic AI
✈️ OPT Eligible (STEM)


πŸš€ What I'm Working On

  • πŸ—οΈ Building an MCP server integrating Claude AI with building simulation platforms for natural language parameter configuration
  • 🧠 Training surrogate models on 1000+ parametric simulation runs ; cutting simulation time from hours to seconds

πŸ› οΈ Tech Stack

Languages and Tools:

arduino aws azure cplusplus django docker figma git html5 javascript matlab mongodb mysql nodejs opencv pandas postgresql python pytorch react scikit_learn seaborn tensorflow


πŸ“‚ Featured Projects

AI-powered GitHub repo analysis using LangChain ReAct agents + RAG (ChromaDB + OpenAI embeddings). Answer natural language questions about any codebase ; commits, PRs, and evolution β€” across 100+ commits in under 2 minutes.
LangChain RAG ChromaDB OpenAI ReAct

Full-stack Azure-deployed gym membership platform with an AI recommendation engine. 13 REST endpoints, React frontend, serverless billing, and an OpenAI-powered workout planner with 5 custom function-calling tools.
FastAPI React Azure OpenAI SQLAlchemy

Open-source contribution merged upstream into 3dfernando/pressure-osmosis β€” added Python bindings (OmniPython) to a GPU solver for pressure-from-PIV computation, expanding access from MATLAB-only to the Python scientific community. Validated via Taylor vortex simulations with <0.05% error. Packaged as pip-installable.
CUDA C++ PyBind11 HPC Scientific Computing Open Source

Pinned Loading

  1. pressure-osmosis-forked pressure-osmosis-forked Public

    Forked from 3dfernando/pressure-osmosis

    Fast pressure-from-PIV CUDA codes using matrix-based omnidirection integration

    Cuda

  2. smart-gym-membership-cloud smart-gym-membership-cloud Public

    AI powered gym membership cloud

    Python