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Suraj Mundhada smiling, wearing glasses and a black polo

HELLO, I'M

Suraj Mundhada.

Software engineering / Applied AI

I'm a final-year Computer Engineering student at VIT Pune. I build full-stack applications and explore how AI can make them more useful.

Currently, I'm researching medical speech recognition and building with Java, React, and Python. Along the way, I'm sharpening my problem-solving skills, one DSA problem at a time.

Seeking AI/ML & software engineering opportunities

RésuméGitHubLinkedInEmail
Pune, IndiaB.Tech '27Always learning.

Selected work02

Ideas into working software
cliniq+SPEECH → STRUCTURE
ConversationTranscriptEMR draft

Real-time clinical AI & RAG

APPLIED AI / FULL STACK2026

CliniQ+

Turning doctor-patient conversations into structured clinical documentation, with speech recognition and retrieval-augmented generation.

Next.jsDeepgramLangChainQdrant
Inside the project

Streams audio through Deepgram WebSockets, retrieves context with BGE embeddings and Qdrant, and uses Llama 3 via Groq to extract structured EMR fields.

My focus: the speech-to-EMR workflow and RAG pipeline. Built with React, TypeScript, and MongoDB.

View on GitHub
trailbuddy.EXPLORE TOGETHER
01Discover02Connect03Book
TOP 10 FINALIST MVPM Startup Hackathon

A marketplace for better journeys

BACKEND / FULL STACK2026

TrailBuddy

A travel marketplace connecting travelers and guides, with secure booking workflows and real-time messaging.

JavaSpring BootReactMySQL
Inside the project

Spring Boot REST APIs with JWT authentication and role-based authorization for traveler, guide, and booking workflows.

Integrates Razorpay Sandbox, Google Places, and Gemini, with WebSocket messaging and Docker deployment.

View on GitHub

Research & experience

Research Intern · Speech & NLP

Jul 2026 — Present

Vishwakarma Institute of Technology, Pune

Adapting Whisper for medical speech recognition, with a focus on Indian-English clinical speech and preserving medical entities.

What I'm working on
  • Benchmarking LoRA/PEFT adaptation against zero-shot and full fine-tuning baselines on the MultiMed English corpus.
  • Evaluating WER, CER, and medical-entity preservation on an unseen Indian-English clinical dataset.
  • Converting transcripts into EMR-ready drafts for physician review.

Advised by Prof. Dr. Ganesh Bhutkar

PUBLICATIONS & PATENT

01

Detection of Diabetic Retinopathy Using Python

ICTCS 2024 · Springer

Paper
02

A Machine Learning Pipeline for Checking Junk Food Ingredients

IEEE GCWCN 2025

Paper
03

ML Pipeline for Food Ingredient Analysis

Granted South African patent

Patent

A little better, every day.

270problems solved

Practicing problem solving

Building stronger foundations in data structures and algorithms through regular practice.

View my Codolio profile

Recognition & leadership

01

Flipkart GRID 8.0

National semifinalist · 160,000+ participants

02

Smart India Hackathon 2025

VIT internal winner · Team QueueT Pi

03

3× Hackathon Finalist

Cavista · MVPM · Symbiosis Skill Hackathon

04

Leading beyond the classroom

EDC & VIT SWD coordinator · Led a 20+ member team and coordinated events for 1,000+ participants

My toolkit

Tools behind the work

Languages

Java · Python · C++ · SQL · JavaScript

Development

Spring Boot · Spring Security · React · Next.js

AI & ML

NLP · RAG · LangChain · Whisper · Llama 3

Infrastructure

Docker · AWS · Linux · GitHub Actions

Databases

MySQL · MongoDB

Foundations

DSA · OOP · DBMS · OS · Computer Networks

A bit about me

I'm studying Computer Engineering at VIT Pune, graduating in 2027. I enjoy working across the stack, from backend workflows to applied AI, and learning through building.

B.Tech · Computer Engineering2023 — 20278.86 / 10 CGPA

A ship in harbor is safe, but that is not what ships are built for.

— John A. Shedd

LET'S CONNECT

Have something in mind?

I'd love to talk about software, AI, or an opportunity to build something useful.