Hi, I'm Derin Girish D G.

I am a

I am a Computer Science graduate (B.E. 2026) passionate about translating raw data into intelligent, actionable insights. I design and build end-to-end Machine Learning pipelines, natural language models, and scalable AI solutions.

Featured Projects

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FinMind AI

Completed

An AI-powered personal finance management platform and predictive analytics assistant. Features vision-based receipt OCR parsing using Llama 3.2 via NVIDIA NIM, user-isolated MongoDB Atlas Vector Search for natural language database queries, and Holt-Winters/OLS spending velocity forecasting.

Next.jsReactMongoDB+5

Uber Ride Analytics

Completed

An end-to-end Business Intelligence case study showcasing a complete data lifecycle. Features Python ETL processing of 150,000+ records, a MySQL star-schema data warehouse, complex SQL analysis, and an interactive 8-page Power BI dashboard.

PythonPandasSQL+4

WorkExperio – AI-Driven Team Formation Platform

Completed

An AI-powered collaborative platform that automates team formation, generates customized project ideas, assigns role-specific tasks, and provides real-time interaction through chat and an intelligent assistant — bridging the gap between academic learning and industry expectations.

PythonFastAPIReact+7

Technical Skills

Programming Languages

PythonSQLCJavaScriptHTML/CSSLaTeX

Data Science & BI

NumPyPandasMatplotlibSeabornPlotlyPower BIExcel

Machine Learning & AI

NLPGenerative AILLM IntegrationRAG PipelinesChromaDBPredictive Analytics

Web & Backend

React.js (v19)FastAPINode.jsExpress.jsStreamlitFirebaseREST APIsWebSockets

Databases & Tools

PostgreSQLMongoDBMySQLGit/GitHubPostmanFigma/Illustrator

Journey Timeline

VTU / SuprMentr Internship

2026

Completed a 15-week Full Stack MERN Internship, developing FinMind—an AI-driven personal finance intelligence platform.

Springer Research Publication

2026

Co-authored and presented the "WorkExperio" AI Team Formation paper at SmartCom 2026 (Smart Trends in Computing and Communications).

TechFrontier IIIT Delhi Finalist

2025

Reached the final evaluation stage in the TechFrontier competition representing EPCET with the WorkExperio project.

Oracle AI Foundation Certified

2025

Earned the Oracle Cloud Infrastructure 2025 Certified AI Foundations Associate certification and advanced Saylor Cryptography credentials.

Started B.E. in Computer Science

2022

Enrolled in Computer Science & Engineering at East Point College of Engineering and Technology, Bangalore.

Latest Writing

The Story Behind FinMind: From Crumpled Receipts to an AI Financial Assistant

A personal journal about how frustration with manual expense tracking grew into FinMind—an AI-powered financial assistant. This story covers the ideas, failures, breakthroughs, engineering decisions, and lessons I learned while building my most ambitious software project as a final-year engineering student.

#finmind#engineering-journal#software-engineering#artificial-intelligence#ocr#vector-search#semantic-search#personal-finance#student-project

Research

Jun 27, 2026

10 min read

Publishing My First Springer Research Paper: The Story Behind WorkExperio

A behind-the-scenes look at how our final-year engineering project evolved into a Springer publication. This article shares the inspiration behind WorkExperio, my contributions to the Artificial Intelligence and Machine Learning components, the research journey, key lessons learned, and the experience of publishing at SmartCom 2026.

#springer#research#artificial-intelligence#machine-learning#student-research#smartcom#academic-publication#software-engineering#engineering#workexperio

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Whether you have a complex technical problem, a project idea, or just want to connect, my inbox is open.

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