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Srejoye/README.md

Hi, I'm Srejoye Saha

AI/ML Engineer · Full-Stack Developer · Open Source Contributor

Typing SVG

🛠 Tech Stack

Languages:          Python · JavaScript · TypeScript · C++ · SQL
Frontend:           React · Next.js · Tailwind CSS · Vite · Redux
Backend:            FastAPI · Flask · Node.js · Express.js
Databases:          PostgreSQL · MongoDB · MySQL · Redis · SQLite
AI / LLM:           LangGraph · LangChain · OpenAI API · Google Gemini · Hugging Face · RAG
ML / Data:          PyTorch · TensorFlow · Scikit-Learn · XGBoost · Pandas · NumPy
CS Fundamentals:    DSA · OOP · DBMS · Operating Systems
Tools:              Git · GitHub · Postman · REST APIs
DevOps/Cloud:       Docker · GitHub Actions · AWS · Vercel · Cloud Computing

⚡ How I Think About Building

Ideas are easy. Systems that hold up under pressure are the fun part.

Whether it's fusing multi-instrument spacecraft data to forecast solar flares, building a pipeline that catches an attack in real time, or shipping a full-stack app end to end — I'm happiest once something stops being a plan and starts being a thing that actually runs. This is roughly what that looks like, every time:

$ ./build.sh --project="whatever I am working on this week"

[1/4] PROTOTYPE ........... done   # get something running, fast, ugly is fine
[2/4] BREAK IT ............ done   # find the input it cannot handle
[3/4] HARDEN .............. done   # fix it, then go looking for the next one
[4/4] SHIP ................ done   # only counts if it survives contact with reality

$ cat focus.json
{
  machine_learning:      "training models, breaking them, fixing them",
  applied_science:       "grounding ML on physics, not just curve-fitting",
  software_engineering:  "code I will not be embarrassed to reread in 6mo",
  full_stack:            "backend logic + frontend polish, both matter",
  open_source:           "reading other peoples code, surviving merges",
  problem_solving:       "DSA grind, fundamentals do not expire"
}

$ echo "status: still running"

🚀 Featured Work

Project What it does
🔐 KryptorisAI Intrusion Detection & Response System that simulates attacks against itself, detects them with ML, and fires an automated response — the hard part was building the attacker, not the detector. Python XGBoost PyTorch SHAP Flask
☀️ ARKA
ISRO / Aditya-L1
Solar flare forecasting dashboard fusing multi-instrument spacecraft telemetry, with live telemetry views and SHAP-based model explainability. Python SHAP ISRO
🗺️ TravelGenie Multi-agent itinerary planner (FastAPI + LangGraph) with a dedicated feasibility-checking agent and geocode-cached logistics. FastAPI React LangGraph Gemini Docker
⚙️ Banker's Algorithm Simulator Interactive OS resource-allocation visualizer — real-time safety checks, deadlock detection, and allocation graphs you can watch update live. HTML5 CSS3 JavaScript Canvas

🌱 Open Source — GSSoC contributions: PR-ready fixes for race conditions, auth-before-accept vulnerabilities, and distributed-locking bugs, plus senior-level architectural audits across half a dozen codebases that aren't grading me.


🤝 Let's Connect

LinkedIn Discord Gmail

Buy Me a Chai

Pinned Loading

  1. Arka Arka Public

  2. KryptorisAI KryptorisAI Public

    Enterprise-style Intrusion Detection & Response System (IDRS) featuring ML-driven threat detection, attack simulation and automated response workflows.

    Python

  3. TravelGenie TravelGenie Public

    Multi-agent travel planner that turns a destination and preferences into a full day-by-day itinerary, complete with weather-aware packing notes, travel-time estimation and natural-language revisions.

    Python

  4. Banker-s_Algorithm_Simulator Banker-s_Algorithm_Simulator Public

    Interactive visualization of Banker’s Algorithm with real-time safety analysis, deadlock detection and resource allocation graph rendering.

    JavaScript