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scienstien/README.md

Chayan | scienstien

Full-stack engineer and engineering student building web products, AI tools, and simulation-driven systems. My work sits where practical software meets hard technical domains: React/Next.js interfaces, Python backends, realtime AI integrations, aerospace design tools, and physics-heavy visualizations.

I like the part where an idea is still messy: a sketch, a model, a broken prototype, a terminal full of errors. Then the fun begins: shape the interface, wire the backend, test the physics, tune the model, and keep pushing until it becomes something people can actually use.

 Coding in progress

Current Direction

  • Full-stack web apps with React, Next.js, TypeScript, Python APIs, auth, and databases
  • Interactive frontend work: clean UI, motion, 3D web experiences, and data visualization
  • Applied AI systems: RAG, local inference, realtime model integration, and automation
  • Physics-informed simulation and optimization for aerospace and mechanical systems
  • Turbomachinery, propulsion, and computational design workflows

Web Development Work

Project What it shows
Orbit Website 26 Next.js App Router site using React 19, TypeScript, Tailwind, Prisma/Postgres, auth, Zod, and modern tooling.
Nano Website React + TypeScript + Vite frontend with Three.js, React Three Fiber, Drei, Framer Motion, and polished interactive UI work.
DataByte WebDev Task Browser-based AI integration task with FastAPI, WebSockets, local ONNX inference, and a live frontend prediction flow.
CS Minor Project React/TypeScript pathfinding and DSA visualizer with Tailwind and interactive algorithm UI.

Engineering + AI Work

Project What it explores
BladeLab Physics-driven turbomachinery design environment with Flask, FastAPI, OpenEnv-style endpoints, tests, and Docker support.
SchwarzschildGeodesics C++/SFML visualization of null geodesics around a Schwarzschild black hole for gravitational-lensing intuition.
Rag-Application Streamlit and LangChain RAG app experimenting with local and cloud retrieval pipelines.
Microjet Project Aerospace-oriented microjet and propulsion design work.

Tooling I Reach For

TypeScript React Next.js Tailwind CSS Python FastAPI PostgreSQL Prisma PyTorch C++ Docker

  • Frontend: React, Next.js, TypeScript, Vite, Tailwind, Framer Motion, Three.js
  • Backend: FastAPI, Django, Python APIs, WebSockets, auth flows, database-backed apps
  • Data and AI: PyTorch, ONNX Runtime, LangChain, RAG, local inference, model-serving flows
  • Engineering: numerical methods, CAD, generative design, turbomachinery analysis
  • Build habits: clean interfaces, reproducible setup, tested behavior, readable project structure

What I Care About

Good software should make hard ideas easier to use. Whether it is a web app, an AI workflow, or a physics simulation, I care about clear interfaces, first-principles thinking, and building things that survive contact with real users.

Connect

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  1. threatFlix threatFlix Public

    ThreatFlix: An AI-Powered Security Copilot SDK that detects, analyzes, and responds to application threats using Google Gemini and the MITRE ATT&CK framework.

    TypeScript 1

  2. BladeLab BladeLab Public

    BladeLab is a physics-informed turbomachinery design environment built using the OpenEnv framework. It provides a structured setting where AI agents can iteratively optimize blade and rotor paramet…

    Python 1 2

  3. BlurGoBrr BlurGoBrr Public

    AI smart autofocus for videos: click-to-track subjects, keep them sharp, and blur the background with CV tracking + segmentation.

    Python 1

  4. SchwarzschildGeodesics SchwarzschildGeodesics Public template

    Real-time simulation of photon null geodesics around a Schwarzschild black hole, visualized via ray tracing. Implements step-wise physics integration and interactive rendering in C++ with SFML.

    C++

  5. student_tracker student_tracker Public

    Django-based student attendance tracking system"

    Python 1

  6. orbit-website-26 orbit-website-26 Public

    Forked from orbit-swe-team/orbit-website-26

    The official website of Orbit - the Rocketry Club of NITT

    TypeScript