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saran2006psg/README.md

SARAN M


01 // WHOAMI

I am an AI Engineer and Full-Stack Developer passionate about designing systems that bridge large language models with production code. I focus on LLM performance, scalable backends, and embedded intelligence.

02 // FOCUS AREA

  • AI & RAG Systems: Vector stores, context engineering, LoRA fine-tuning.
  • Full-Stack: SSE/WebSocket streaming, robust API architecture.
  • Embedded ML: Real-time sensor intelligence & hardware controllers.

03 // INDEX

  • Status: B.E. CSE (AIML) at PSG Tech
  • Internship: SDE Intern at DossierNexus
  • Wins: ETHER-X & CREATE Hackathons

── JOURNEY & MILESTONES ──────────────────────────────────────────

πŸ’Ό PROFESSIONAL EXPERIENCE

  • Software Development Engineer Intern | DossierNexus (Remote) May 2026 β€” July 2026
    • Engineered scalable backend components using Node.js, Express.js, and PostgreSQL.
    • Designed real-time data streaming pipelines with Server-Sent Events (SSE) and WebSockets.
    • Developed an autonomous natural language to SQL analytics copilot using Claude AI pipelines.

πŸŽ“ EDUCATION

  • PSG College of Technology, Coimbatore | B.E. Computer Science and Engineering (AIML) 2024 β€” Expected 2027
    • Deep-diving into Dense Retrievers, SLMs, and RAG optimization.
    • Active member of Infinitum Helpdesk and CodeNvibe clubs.
  • Nachimuthu Polytechnic College, Tamil Nadu | Diploma in Electrical & Electronics Engineering 2021 β€” 2024
    • Focused on control systems, sensor modeling, and embedded systems integration.

πŸ† HACKATHON VICTORIES

  • 1st Prize Winner β€” ETHER-X 2026 Feb 2026
    • Built a Transformer-based Web Application Firewall (WAF) using DistilBERT to classify HTTP network threats (SQL Injection, XSS) in real-time streams.
  • First Prize Winner β€” CREATE 2024 Dec 2024
    • Secured 1st Place in the National Level Competition for developing a "Smart Sign Glove for Disabled People" integrating gyroscopes, flex sensors, and a lightweight gesture recognition ML pipeline.

── FEATURED PROJECTS ─────────────────────────────────────────────

βš™οΈ AI.BASE

A centralized hub indexing AI tool workflows, prompt matrices, and setup guides to solve fragmented productivity tooling.

React Next.js

πŸ”— Live Demo

πŸ—³οΈ VoteVision TN

Electoral district visualizer mapping 234 constituencies in Tamil Nadu with real-time surveys and ML-powered swing models.

TypeScript Leaflet

πŸ”— Live Demo

πŸ”” simpleNS

An open-source, plugin-based notification orchestration engine built for developers desiring full database control.

TypeScript Node.js

πŸ”— Website

πŸ›‘οΈ AI Contract Risk Scanner

Legal risk classifier utilizing a RAG pipeline (9,447 clauses), SentenceTransformers, Pinecone, and fine-tuned RoBERTa on Modal.

Python Pinecone

πŸ’» Codebase | πŸ”— Live Demo

πŸ›’ AgriConnect

Full-stack agricultural marketplace directly connecting farmers and consumers. Integrates OAuth, farmer wallets, and automated crons.

Express PostgreSQL

πŸ’» Codebase | πŸ”— Live Demo

πŸ“– ReLive

Digital memory journal featuring a postcard timeline, Polaroid gallery, mood tracking, Cloudinary media storage, and Supabase RLS.

Next.js Supabase

πŸ’» Codebase | πŸ”— Live Demo

── TECH MATRIX ───────────────────────────────────────────────────

Languages:      Python, TypeScript, JavaScript, C++, C, SQL, HTML/CSS
Web Frameworks: React, Next.js, Node.js, Express.js, TailwindCSS
Data & Search:  PostgreSQL, Pinecone DB, MongoDB, Supabase, MySQL
AI & ML:        LLMs (Claude/GPT), SentenceTransformers, RAG, PyTorch, LoRA, DistilBERT (MLM)
Hardware/IoT:   Arduino, 8051 MCU, Sensor Fusion (Accelerometers, Gyroscopes, Flex sensors)
DevOps/Tools:   Git, GitHub Actions, Modal, Vercel, Docker

── ACTIVITY & STATISTICS ─────────────────────────────────────────

GitHub Contribution Grid Snake

Saran's GitHub Stats Saran's Top Languages

Pinned Loading

  1. SMART-SIGN-GLOVE- SMART-SIGN-GLOVE- Public

    1

  2. relive-digital-memory-journal relive-digital-memory-journal Public

    ReLive

    TypeScript 1

  3. aggriconnect aggriconnect Public

    ugg

    TypeScript

  4. AI.BASE AI.BASE Public

    TypeScript

  5. ask-notes ask-notes Public

    Python

  6. ContractRiskAnalyzer ContractRiskAnalyzer Public

    AI-powered legal contract risk analyzer using semantic search and LLM reasoning to detect high-risk clauses.

    Python 1 1