About Me

Hello! I'm Derin Girish D G, a Computer Science graduate (B.E. 2026) specializing in Data Science, Machine Learning, and Artificial Intelligence. My mission is to solve complex, real-world problems by transforming raw data into actionable insights and building robust, scalable AI systems.

I combine deep knowledge of statistical analysis and ML pipelines with hands-on full-stack development skills (FastAPI, MERN stack). This unique mix allows me to develop end-to-end AI products—from building robust RAG (Retrieval-Augmented Generation) pipelines with Vector Databases to deploying interactive frontends, secure APIs, and scalable MySQL architectures.

My academic and professional journey includes publishing peer-reviewed research in Springer, interning in full-stack development, and implementing advanced predictive models. I built this portfolio to document my technical insights, showcase my analytics applications, and share my journey in artificial intelligence.

My Goals

  • Build and deploy scalable, end-to-end Machine Learning pipelines and AI tools.
  • Incorporate predictive analytics and forecasting systems into financial and operational tools.
  • Contribute to the research community in Automated Team Formation, NLP, and LLM integrations.
  • Maintain strong mathematical and statistical foundations for data-driven decision making.
Derin Girish D G

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Featured Projects

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Experience

Full Stack Web Development Intern

Feb 2026 - May 2026

SuprMentr Technologies Pvt. Ltd. (In association with VTU)

  • Designed and developed FinMind, an AI-driven personal finance intelligence & predictive analytics platform using the MERN stack (MongoDB, Express, React, Node.js).
  • Built a dual-core storage engine synchronizing a NoSQL transaction ledger (MongoDB) with a vector database (ChromaDB) for high-performance financial RAG query execution.
  • Integrated AI models like Llama-3.2-11B-Vision for neural OCR receipt parsing and NV-EmbedQA for transaction pattern matching.
  • Certificate ID: SM26VFSWD0860

Research & Publications

SmartCom 2026 Springer Publication

Jan 2026

Smart Trends in Computing and Communications (SmartCom 2026)

Paper: "WorkExperio: An AI-Enabled System for Automated Team Formation and Performance Analytics" (Springer LNNS, Paper ID: 773)

  • Designed and implemented the AI/Machine Learning modules and the NLP pipeline for skill extraction from PDF resumes.
  • Developed clustering algorithms to balanced-group developers and predict engineering roles with 90% precision.
  • Co-authored full paper accepted for oral presentation in Pune, India. Received Evaluator score of 2 (Accept).

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

Education

B.E. in Computer Science & Engineering

2022 - 2026

East Point College of Engineering and Technology, Bangalore

VTU (Visvesvaraya Technological University) — CGPA: 8.33 (83.3%)

Higher Secondary Course (12th / HSC)

Passed 2021

Good Shepherd Matric Higher Secondary School

Scored 89% overall.

Secondary School Leaving Certificate (10th / SSLC)

Passed 2019

K.A.B.D Matric Higher Secondary School

Scored 90% overall.

Certifications

Oracle Certified AI Foundations Associate

Oracle University (2025)

Valid Oct 30, 2025 - Oct 30, 2027

Introduction to Cryptography & Network Security

Saylor Academy (2025)

Score: 92.50% | ID: 2455596125DG

MongoDB Foundations Course

ScholarHat (2025)

Certificate ID: QV0W091025

Data Structures & Algorithms

Coursework & Practice (2025)

Verified Proficiency

Completed Coursework

Achievements & Leadership

TechFrontier 2025 Finalist (IIIT Delhi)

Presented WorkExperio project at the final evaluation stage representing East Point College of Engineering and Technology.

Academic & Research Excellence

Springer smartCom publication distinction and consistent 8.33 CGPA in Bachelor of Engineering.

Event Organizer at EPCET

Organized multiple college tech events: Code Battle (Aikya 2023), WebHunt 2024, and Byte The Bug 2024.

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.

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