Rugved Kulkarni

About

Building AI that replaces
entire workflows.

I'm an AI/ML engineer-in-the-making studying at Government College of Engineering Kolhapur, obsessed with building systems that think and act autonomously — agentic pipelines, LLM integrations, and intelligent developer tooling.

My projects aren't academic exercises. SpyLens monitors real competitors. The CI/CD debugger catches real build failures. I build things that actually run in production, then figure out how to make them faster, smarter, and more useful.

Currently targeting AI startup roles in Pune. I'm most excited by teams that ship fast and aren't afraid to let AI do the heavy lifting.

github.com/Rugved626 Email Me

// Quick Facts

Status Open to Work

Degree B.Tech — AI & Data Science

College GCOEK, Kolhapur

Grad May 2027

Location Kolhapur, Maharashtra

Target AI Startups · Pune

Focus Agentic AI · LLMs · MLOps

Skills

Technical stack.

🤖 AI & Machine Learning

LLM Integration Agentic AI LangChain LangGraph RAG Pipelines Prompt Engineering Groq / OpenRouter ChromaDB

⚙️ Frameworks & Libraries

Flask Streamlit Scikit-Learn Pandas NumPy BeautifulSoup APScheduler

💻 Languages

Python SQL JavaScript HTML CSS

🗄️ Databases

PostgreSQL MySQL MongoDB SQLite ChromaDB

🛠️ Dev Tools & MLOps

Git & GitHub Docker GitHub Actions CI/CD Render Tableau Cloud

📐 CS Fundamentals

DSA (Python) OOP DBMS OS Computer Networks

Projects

Shipped products.

Live · Featured

SpyLens

An agentic AI competitor intelligence platform that automatically monitors Indian startups through GitHub commits and website changes. Generates weekly intelligence summaries and opportunity reports powered by Groq LLaMA 3.

Python Flask Groq LLaMA 3 GitHub API BeautifulSoup SQLite Docker APScheduler

Live Demo GitHub

Tracks GitHub commits and website changes across competitor startups automatically
Generates actionable AI summaries using Groq LLaMA 3 via a multi-agent pipeline
Automated monitoring with APScheduler — zero manual intervention needed
Dockerized and deployed on Render with a live Flask dashboard
SQLite backend for competitor management and historical report storage

AI CI/CD Debugger

Autonomous DevOps system that monitors GitHub Actions pipelines, explains failures in plain English using LLMs, and automatically creates GitHub Issues with root-cause reports.

Python Flask GitHub Actions LLM SQLite

GitHub

GCOEK Admission Assistant

Centralized admission guidance platform for prospective engineering students. Consolidates eligibility, seat matrix, and procedures into one searchable interface — eliminating the need to crawl 10 different pages.

Python Flask PostgreSQL JavaScript HTML/CSS

GitHub

Result Analysis & Certificate Generator

Automated platform that processes Excel result sheets, generates BATU-style marksheets in HTML/JS, produces subject-wise performance charts, and handles certificate workflows — end-to-end, no manual effort.

HTML JavaScript XLSX.js Chart.js

Experience

Where I've worked.

Jul 2025 – Aug 2025

Intern

Yuvaa · Remote

Collaborated with cross-functional teams to analyze business challenges and propose AI-driven solutions. Organized datasets, documentation, and reports to support project execution. Explored emerging technologies to improve internal workflows and presented findings at team workshops.

2023 – Present

B.Tech — Artificial Intelligence & Data Science

Government College of Engineering Kolhapur (GCOEK)

Studying core AI/ML curriculum alongside building real-world projects. Active member of AWS Cloud Club GCOEK. Developed and presented academic projects including GCOEK Admission Portal (Flask + PostgreSQL) supervised by Dr. Chitra Gaikwad.

Ongoing

Independent AI Engineering

Self-directed · Open Source

Building production-grade AI systems independently: SpyLens (deployed), AI CI/CD Debugger, LangGraph multi-agent systems, RAG pipelines, and deep learning applications. Daily DSA practice (NeetCode) and continuous system design study.