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mars-alien/README.md
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Typing SVG


Portfolio LinkedIn Email LeetCode


profile views open to work

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🧭 About

Final-year CSE student at IIIT Manipur, building secure, scalable backend systems β€” and the retrieval/agent layers on top of them.

I work across Express.js, Node.js, React.js, FastAPI, Spring Boot and PostgreSQL/MongoDB, with hands-on experience building RAG pipelines and multi-agent systems end to end.

πŸ” Security & API Design


JWT auth + RBAC across 10+ REST endpoints and 3 user roles β€” hardened with rate limiting, CORS and Helmet.js.

⚑ Performance


Cut response time ~30% on high-traffic endpoints through PostgreSQL indexing and query optimisation.

🧠 Retrieval Engineering


Hybrid BM25 + HNSW retriever with Reciprocal Rank Fusion (BAAI/bge-m3, 1024-dim) in Weaviate, evaluated with RAGAS.

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πŸš€ Featured Projects

πŸ“° PaperTrail

Multi-Article RAG Research Assistant
Paste news URLs β†’ ask anything β†’ get cited, streamed answers.

  • Hybrid retrieval β€” BM25 (35%) + dense HNSW (65%) over BGE-small embeddings
  • Cross-encoder reranking β€” ms-marco-MiniLM narrows top 24 β†’ top 6
  • SSE streaming answers with per-claim source citations
  • Intent routing escalates summary/comparison queries to a stronger model

Repo Live API

🎟️ Nexus

Event Companion Platform
Discover events near you, join groups, get promoted off the waitlist.

  • Sub-100ms distance-ranked search via PostGIS geospatial indexing
  • JWT refresh-token rotation for stateless, revocable sessions
  • Role-based group join approval + automated waitlist promotion
  • Flyway-managed migrations, containerised and deployed on Render

Repo Live

πŸ“¦ StockLedger

Inventory & Order Management Platform
Run a business's catalog, stock and orders β€” with every movement auditable.

  • Row-locked order placement β€” two staff racing on the last unit resolve correctly, with idempotency keys blocking duplicate submits
  • Append-only stock ledger β€” every movement recorded with a running balance, so current stock is derivable rather than asserted
  • Scoped data access across Owner / Manager / Staff roles β€” a wrong-org record returns 404, not 403
  • Razorpay webhooks verified against raw request bytes; refresh-token rotation with reuse detection

Repo Live

🌿 EcoRoute

Intelligent Delivery Route Optimizer
Cluster orders geographically, sequence stops, cut fuel and emissions.

  • K-Means++ clustering β†’ Nearest-Neighbour TSP, written from scratch in pure Python β€” no ML-library wrappers
  • Haversine distance + linear ETA model over MongoDB 2dsphere indexes
  • Optimisation core has zero FastAPI/Motor imports β€” fully unit-testable
  • Role-split UI: admin dispatch console + driver route map

Repo

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πŸ› οΈ Tech Stack

Languages & Core

My Skills

Backend & Databases

My Skills

Frontend

My Skills

DevOps & Tooling

My Skills

AI / ML & Retrieval

RAG Hybrid Retrieval Hugging Face LLM APIs

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πŸ’Ό Experience & Education

πŸ’» Backend Developer Intern
Atal Innovation Centre, Delhi
Jun 2024 – Jan 2025

πŸŽ“ B.Tech, Computer Science & Engineering
IIIT Manipur
Sep 2023 – Aug 2027

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πŸ† Achievements

πŸ₯ˆ AIR 2 β€” Engineer's Ring of Honour 2025
Naukri.com, among IIT / IIIT / NIT participants β€” scholarship awarded and featured in Times of India

🌍 Rank 5,204 globally β€” Meta Hacker Cup 2025
Cleared Round 1 among hundreds of thousands of competitors

πŸ“‘ Top 3 proposals at IIIT Manipur
5G Innovation Hackathon 2025, Dept. of Telecommunications, Govt. of India

🎯 Qualified GATE CS 2026

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πŸ“Š GitHub Stats


GitHub stats Top languages

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πŸ’¬ Let's build something

Open to AI/ML, backend and full-stack roles β€” and to interesting problems in retrieval, agents and distributed systems.

Portfolio LinkedIn Email

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  1. eco-route eco-route Public

    Last-mile delivery route optimizer built with FastAPI, MongoDB, and React. Implements K-Means++ clustering and Nearest Neighbor TSP from scratch to assign and sequence driver routes efficiently.

    JavaScript

  2. paper-trail paper-trail Public

    Multi-article RAG web app built with FastAPI + React. Scrapes news URLs, chunks & embeds with BAAI/BGE-small, indexes in Weaviate (BM25 + HNSW hybrid search), reranks with cross-encoder, and stream…

    Python

  3. nexus nexus Public

    Geospatial social meetup platform built with Spring Boot microservices, React, PostGIS, Kafka, and JWT auth β€” featuring event discovery, join-request workflow, and automatic waitlist promotion.

    Java

  4. StockLedger StockLedger Public

    MERN based multi-tenant inventory and order management for small retailers, built so that overselling is impossible.

    JavaScript