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beratcelik1/README.md

👋 Hey, I’m Berat Celik

MEng CS @ Cornell’26  •  Ex‑SWE intern (Commure / Athelas)  •  Full‑stack & ML builder turning data into real‑world impact


🧑‍💻 About Me

  • 🔭 Currently: sharpening applied‑ML & optimization skills in Cornell Tech labs.
  • 💡 Previously: built ETL + AI pipelines that recovered $2‑3 M for US hospitals.
  • 🏆 On the side: 3× first‑place hackathon winner, patent holder, ex‑founder.

⚙️ Tech Stack

Python TypeScript React Angular FastAPI Node.js
SQL / ClickHouse / Snowflake Docker AWS Kubernetes TensorFlow PyTorch


🚀 Highlight Projects

Project What it is Impact / status
ForgeMind AI copilot plugin for Fusion 360 / CATIA / SolidWorks / NX Flags out‑of‑spec features at design‑time → ‑25 % rework, prevents 10+ assembly errors / release
JOBBOX Full‑stack gig‑economy marketplace (React + Node + MongoDB) MVP in 10 weeks; onboarded 20+ early users and signed pilot contracts
Healthdemic Patented wrist device + mobile app mapping epidemic contact networks Eigenvector / Katz centrality model pinpoints high‑risk locations in real time
XFunds Crypto & NFT trading bots (Python) Executed 2,500+ trades, yielding 38 % IRR and enabling a mid‑five‑figure exit
Zero‑Carbon‑Ecosystem Blockchain that tokenizes the IPCC 1.5 °C carbon budget 1st‑place at BC Hacks; issues 400 B $ZCARB tokens to price CO₂ per transaction
PAVE ML‑driven decentralized banking model BC Hacks finalist

📈 Now @ Cornell Tech

  • Product Studio (Fall ’25) – interdisciplinary, 15‑week sprint where my team prototypes a data‑driven health‑tech product for an NYC industry sponsor.
  • CS 5785 Applied Machine Learning – building end‑to‑end pipelines for classification, clustering and dimensionality reduction on image, text and sensor data.
  • CS 5787 Deep Learning – training CNN/RNN models at scale while balancing compute, latency and fairness constraints.
  • ORIE 5381 Optimization for AI – convex & large‑scale optimization techniques for routing, scheduling and resource‑allocation problems.
  • Startup Studio (Spring ’26) – will co‑found a venture‑scale idea, prototype it, and pitch for Cornell Tech Startup Award funding.

🤝 Connect with Me

X logo    LinkedIn icon

🌐 www.beratcelik.dev |  📄 Résumé (PDF)

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  1. JOBBOX JOBBOX Public

    Full‑stack gig‑economy marketplace

    JavaScript 1

  2. ForgeMind-dev/forgemind ForgeMind-dev/forgemind Public

    AI copilot for Fusion 360 / CATIA / SolidWorks / NX

    Python

  3. data301-project data301-project Public

    Forked from ubco-W2022T2-data301/project-group-group100

    Group 100 DATA 301 PROJECT

    Jupyter Notebook

  4. PAVE PAVE Public

    Forked from noahstaz/PAVE

    Project for BC Hacks 4.0 https://devpost.com/software/pave-ukixv9

    JavaScript

  5. Zero-Carbon-Ecosystem Zero-Carbon-Ecosystem Public

    Forked from noahstaz/Zero-Carbon-Ecosystem

    BcHacks 2022 Project 1st Place

    HTML

  6. ai-doc-analyzer-mcp ai-doc-analyzer-mcp Public

    AI Document Analyzer (MCP)

    Python