Hi, I’m Darshan Ghule
AI & Data Science Engineer | Python | LLM Inference | Fullstack
Second-year B.Tech student in Artificial Intelligence & Data Science at Zeal College of Engineering, Pune. Dedicated to creating high-performance ML pipelines, conversational AI assistants, and modern web applications.
About Me
Get to know my academic background, technical focus, and interests.
Academic Overview
- Degree B.Tech (AI & Data Science)
- College Zeal College of Engineering & Research
- Current Year Second Year (SY)
- Location Pune, Maharashtra, India
Technical Focus
I specialize in applying Machine Learning, LLM Inference (vLLM), and RAG architectures to practical systems. Passionate about end-to-end development, from data preprocessing and modeling to cloud-ready web frontends.
Technical Skills
Technologies, frameworks, and developer tools in my daily workflow.
Featured Projects
Real-world AI systems, web applications, and machine learning pipelines.
Data-Spy: Food Platform & Mood Chatbot
A comprehensive food delivery platform featuring a real-time business analytics dashboard and an AI mood-based chatbot that offers personalized healthy meal recommendations based on customer emotion.
vLLM Inference Lab
Hands-on exploration of high-throughput vLLM-based LLM inference. Benchmarks concurrency patterns, PagedAttention KV cache behavior, continuous batching, and GPU memory constraints.
Document Knowledge Assistant (RAG)
Retrieval-Augmented Generation (RAG) assistant that indexes unstructured documents and facilitates accurate semantic question answering with grounded context and zero hallucination.
Email Automation Platform
Modern Next.js application integrated with Cloudflare Pages for configuring and automating high-deliverability email outreach pipelines with custom dispatch logic.
Aadiz FX — VFX Portfolio
Sleek, media-rich portfolio website designed specifically for a professional visual effects (VFX) artist, highlighting motion reels, 3D renders, and dynamic client work galleries.
House Price ML Prediction Pipeline
End-to-end machine learning regression pipeline covering exploratory data analysis, feature engineering, model tuning, and an interactive prediction user interface.
Live GitHub Repositories
Directly loaded in real time via GitHub API from @maddrghule22
Certifications & Achievements
Verified credentials and hackathon participation.
Python Basics
HackerRank Certified
SQL Intermediate
HackerRank Certified
Machine Learning
Coursera / Stanford Online
Hackathons & Tech Fest
Active Participant & Innovator
Let’s Connect
Have a question, collaboration idea, or an opportunity? Reach out directly.