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Making big changes soon
💭
Making big changes soon
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riju-talk/readme.md

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⚡ Rijusmit Biswas ⚡

ML Engineer · Applied Scientist · Data Engineer · Full-Stack Systems Architect

Building intelligent, scalable, production-grade systems
across machine learning, data, and modern web platforms.

Portfolio · LinkedIn · Email · GitHub

🧠 Core Focus

  • Agentic AI & LLM Systems — RAG, tool-using agents, multi-agent collaboration
  • Applied Machine Learning — model behavior, evaluation, alignment, failure analysis
  • Data Engineering — scalable pipelines, analytics, storage & retrieval
  • Full-Stack Systems — microservices, APIs, real-time & distributed architectures

🚀 Flagship Projects

  • Entropy
    AI-powered academic ecosystem with RAG, intelligent agents, automated research workflows, mind-mapping, quiz generation, and gamified learning loops.
  • DreamDOT
    Creator-first social marketplace enabling monetization of digital art and writing through subscriptions, paywalls, and analytics-driven insights.
  • Verdex
    Sustainability data platform combining real-time environmental monitoring, AI-driven analysis, and user engagement mechanics.

🛠 Tech Arsenal

Languages: Python · TypeScript · Go · C++ · JavaScript
ML: PyTorch · Transformers · RAG · MLflow · NumPy · Pandas
Backend: FastAPI · Node.js · GraphQL · Microservices
Frontend: Next.js · React · Tailwind CSS
Data & Infra: PostgreSQL · MongoDB · Docker · Cloud Platforms

From research to production — I ship systems that reason, adapt, and scale.

Pinned Loading

  1. DreamDot DreamDot Public

    A next-gen social media and blogging platform that empowers creators to publish, connect, and earn through dynamic subscriptions, pay-per-view content, and immersive community interaction. Designed…

    TypeScript 4

  2. freeCodeCamp freeCodeCamp Public

    Forked from freeCodeCamp/freeCodeCamp

    freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.

    TypeScript

  3. MineMEETS MineMEETS Public

    MIneMeets is an AI-powered multi-modal agent that listens to meetings, transcribes them using Whisper, chunks & embeds them with Sentence Transformers, stores them in a vector DB (FAISS), and enabl…

    Python

  4. LibraAI LibraAI Public

    JavaScript

  5. Flourish Flourish Public

    Flourish is an AI-powered, web-based plant care assistant designed to help users maintain healthy plants effortlessly. With smart reminders, photo-based diagnostics, and eco-friendly tips, HaritPal…

    TypeScript 1

  6. Entropy-Community-Forum Entropy-Community-Forum Public

    Entropy — A study ecospace and agentic study assistant: Built in Python with FastAPI, I developed async microservice endpoints that generate personalized quizzes and study content using pluggable L…

    TypeScript