Dipjyoti Das
// Led 33+ open-source contributors as a 20-year-old student.
// Building SahiDawa — a medicine safety platform for India.
// Specializing in real-time systems, backend architecture & AI integration.
Interactive Logbook
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SPEC ID: GU-BTECH-24.27
The System Log.
Dipjyoti Das
AI-POWERED PLATFORMS • BACKEND ARCHITECTURES • DISTRIBUTED SYSTEMS
Experience & Internships
// Tracking my professional timeline, open-source leadership, and architectural challenges.
Creator & Lead Developer
- ❖Leading the development of an open-source platform that helps citizens verify medicines and report suspicious drugs.
- ❖Architecting the system for low-bandwidth environments with multi-lingual access across India.
Project Admin – LegalHub
- ❖Led code reviews for 33+ contributors across 80+ PRs on LegalHub; ranked #53 on GSSoC leaderboard.
- ❖Architected MVC backend; shipped AI legal Q&A and real-time WebSocket chat.
- ❖Set up CI/CD via GitHub Actions with automated Jest test runs across 11 modules.
Signal & Telecom Field Trainee
- ❖Completed intensive field training within the Signal & Telecom Department under the Dy. CSTE/Network office.
- ❖Gained hands-on insights into railway networking architecture, telecommunications infrastructure, and signal engineering.
Semifinalist – LearnSight
- ❖Built an AI-powered adaptive diagnostic engine with Next.js and Firebase that dynamically adjusts question difficulty.
- ❖Integrated real-time Firestore synchronization and a radar chart visualization to map student learning dimensions.
Full Stack Developer Intern
- ❖Architected the backend for a scalable e-commerce application using Node.js, Express, and MongoDB.
- ❖Built robust RESTful APIs for product management, secure JWT authentication, and order processing with Joi validation.
Open Source Contributor
- ❖Merged 83+ PRs across multiple open-source repos; resolved critical backend bugs and optimized aggregation pipelines.
- ❖Earned Hacktoberfest SuperContributor 2024 (6/6 fast-approved core optimizations).
CS Subject Matter Expert
- ❖Evaluated and authored solutions for 500+ complex technical problems across DSA, System Design, and DBMS.
- ❖Maintained a 4.8/5 quality rating over 18 months, breaking down advanced computing concepts.
Computer Networking Intern
- ❖Gained hands-on experience setting up and maintaining network systems, including enterprise routers and switches.
- ❖Navigated device CLIs and utilized tools like PuTTY to execute configuration commands and diagnose network issues.
Credentials & Achievements_
Official Badges
Recent
Deployments
// production systems · AI integrations · open-source contributions
SahiDawa – Medicine Verification Platform
GSSoC'26 · 62 ⭐ — Healthcare platform serving rural India with offline-first PWA medicine verification.
SahiDawa is an open-source platform that helps citizens verify medicines, find trusted pharmacies, and report suspicious drugs — designed for low-bandwidth environments and multilingual access across India.
- ▹Offline-first PWA for rural access
- ▹IPFS decentralised storage integration
- ▹Multi-lingual accessibility support

AADSS – Attendance Decision System
Ongoing production system with predictive eligibility analytics and real-time attendance policy simulation.
Academic Attendance Decision Support System (AADSS) with advanced analytics. Built predictive eligibility analytics to help students simulate attendance scenarios, calculate minimum class thresholds, and avoid failing due to attendance shortfalls.

LegalHub – AI Legal Platform
GSSoC'25 · 18 ⭐ — AI-powered legal platform integrating Mistral AI and semantic search for intelligent query resolution.
LegalHub (GSSoC'25) is a comprehensive platform designed to simplify legal concepts, provide essential legal documents, and educate users about their rights. Architected AI-powered query resolution with Mistral AI and real-time WebSocket communication.

LearnSight – Adaptive Learning Platform
Dynamic difficulty scoring engine adapts quiz content in real time based on cognitive performance metrics.
LearnSight — Adaptive learning system with diagnostic testing and personalized practice generation, built using Next.js, Firebase, and data-driven logic. Uses dynamic scoring algorithms to adjust difficulty in real time.
- ▹Real-time diagnostic testing
- ▹Adaptive difficulty scoring engine
- ▹Firestore real-time state sync

AI Support Triage System
Zero-hallucination AI triage engine using retrieval-augmented generation across multiple enterprise domains.
A high-performance support triage system that classifies, routes, and generates grounded responses across multiple domains without relying on LLM hallucination. Uses RAG pipelines with domain-specific vector stores.

VideTube – Video Streaming Backend
Redis caching + MongoDB aggregation reduced database load and significantly improved API response times.
Backend system for a video platform with JWT access/refresh flow, media uploads, and modular API architecture using Node.js, Express, and MongoDB. Optimized using Redis caching and aggregation pipelines.

Stealth Protocol
Currently brewing something new...
I'm always experimenting with new architectures and building new systems. Check out my GitHub profile to see my latest commits, active repositories, and ongoing open-source contributions.
Technical Arsenal_
// SELECT MODULE
Component-driven UI architecture
Production React meta-framework
Static type-safe JavaScript
Utility-first CSS framework
Production animation library
Accessible UI components
Unstyled primitive components
Let's Build Together
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