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sammmiksha/README.md

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BSc IT graduate from Mumbai University (CGPI 9.15) building production-ready apps at the intersection of AI, backend systems, and modern web. Currently deepening expertise in NLP engineering and large language models.


✨ featured projects

🛡️ EduShield — AI-Powered Academic Integrity Platform

React.js · FastAPI · PostgreSQL · AWS S3 · RoBERTa / HuggingFace

Full-stack platform for automated plagiarism detection and AI-generated content analysis. Role-based dashboards for students and faculty, RESTful APIs with FastAPI, a PostgreSQL schema covering assignment workflows, and cloud document pipelines via AWS S3.

GitHub


📈 StockAI — Stock Market Analysis Platform

React.js · FastAPI · Firebase

Real-time stock analysis integrating multiple financial APIs with interactive charting dashboards. Firebase handles auth and data persistence; FastAPI backend includes rate-limit handling, API validation, and structured error management.

Live GitHub


📸 FilmFare — Retro Digital Photobooth

React · Vite · Fabric.js · WebRTC · HTML5 Canvas

Browser-based digital photobooth built for the nostalgic at heart. Capture photos from your webcam, layer stickers and text, apply retro-themed layouts (Polaroid, Digicam, Film Strip), and export in PNG / JPEG / WEBP — all without leaving the browser. No installs. No accounts. Just vibes.

Live GitHub


🔍 PostMortem AI — Incident Intelligence Engine

React · FastAPI · PostgreSQL · SQLAlchemy · Ollama · Qwen2.5:3B

AI-powered incident analysis tool that turns raw incident submissions into structured, actionable reports — entirely local, no cloud LLM dependency. Built with a FastAPI backend, PostgreSQL storage via SQLAlchemy, and a local Ollama LLM (Qwen2.5:3B) for on-device inference.

GitHub


📓 NoteBloom — Study Notebook Web App

HTML5 · CSS3 · Vanilla JavaScript · IndexedDB · PWA

CS50x Final Project — Browser-based notebook with multi-notebook management, persistent local storage, and a fully customisable writing environment (font selection, paper styles, ink colours, theme switching). Zero external dependencies, deployed on GitHub Pages.

Live GitHub


🤝 SevaSetu v2 — Volunteer & Resource Management

React.js · Firebase

Hack@Skill · Google Solution Challenge — Volunteer coordination and resource allocation platform built end-to-end as a two-member team under hackathon constraints, with Firebase real-time sync and dynamic frontend architecture.

Live GitHub


🌱 open source contributions

  • CrewAI / LangGraph — Pytest suite refactoring; improved test isolation and modular structure (Issue #93)
  • SketchLogic — Argparse CLI improvements for better developer ergonomics

🛠️ tech stack


area technologies
Languages Python · JavaScript · SQL · Java · C# · C++
Frontend React.js · HTML5 · CSS3 · Tailwind CSS · Bootstrap
Backend & APIs FastAPI · REST APIs · JWT Authentication
Databases & Cloud PostgreSQL · Firebase · SQL Server · AWS S3
AI / ML NLP · Plagiarism Detection · AI-Content Analysis · Scikit-learn · HuggingFace · Ollama
Deployment Vercel · Render · Firebase Hosting · GitHub Pages

📊 github stats

 

🎓 education & certifications

BSc Information Technology — Mumbai University  ·  CGPI 9.15  ·  Sem 5: 9.2  ·  Sem 6: 9.8  ·  Graduated April 2026

CS50x: Introduction to Computer Science — Harvard University ✓

Hack@Skill — Google Solution Challenge · SevaSetu v2 ✓


🔭 currently learning

NLP Engineering & Large Language Models  ·  Machine Learning (Google ML Crash Course)  ·  Scalable Backend Architecture & System Design


Built with curiosity, consistency, and a love for meaningful software.

Mumbai, India · English · Hindi · Marathi

Pinned Loading

  1. edushield edushield Public

    Python 1

  2. notebloom notebloom Public

    A cute installable study notebook PWA for lectures and meetings with offline support, notebook themes, page styles, and screenshot embedding.

    JavaScript 1

  3. FlimFare FlimFare Public

    JavaScript

  4. PostMortem-AI PostMortem-AI Public

    Python