BE
2024 – Present · Bengaluru
Dayananda Sagar College of Engineering
Computer Science and Business Systems · CGPA 9 / 10
ML engineer / competitive programmer / open source contributor
Training models. Solving problems.
I build ML systems that retrieve, rank, and learn fast, then spend the rest of the time chasing cleaner code and sharper contest solutions. DSCE Computer Science, IIT Madras Data Science.
projects: 03
focus: AI/ML + CP
cgpa: 9.0 / 10
contrib: GSSoC 2026
CURRENT ARC
ML systems, retrieval, & algorithmic problem solving
Model training, evaluation, inference, and contest problem solving.
250+
DSA problems solved across LeetCode, CF & CodeChef
Python
RAG
JS
FastAPI
Pinecone
n8n
TensorFlow
PyTorch
Tree-sitter
Hugging Face
Claude AI
About
ML-first profile, CP second.
BE Computer Science student at DSCE Bengaluru (CGPA 9/10), with a Data Science profile from IIT Madras. I work on machine learning systems, retrieval, and evaluation, while keeping competitive programming as a secondary strength. Currently contributing to GirlScript Summer of Code 2026 and competing on LeetCode (1516), Codeforces (1023), and CodeChef (2★).
Education
Background
DS
May 2024 – Dec 2024 · Remote
IIT Madras
Programming in Data Science (Profile) · CGPA 7 / 10
Selected work
Projects
01
AI platform
Contributor Compass
AI-powered platform to analyze GitHub repositories using Tree-sitter parsing. Features an AI chat interface for codebase understanding.
02
RAG pipeline
Document QnA Bot
AI-powered Document QnA system that answers user queries using a full RAG pipeline with embeddings and vector search for contextual responses.
03
Embedded systems
Relay-X Power Saving Model
System to automatically count people entering and exiting a room using ultrasonic sensors. Controls appliances through a relay module with real-time count and status on a TFT display.
Skills
Models and tools
AI & ML
Machine Learning, Deep Learning, retrieval systems, AI agents, embeddings, prompt engineering, and evaluation.
Backend & Tools
Python, FastAPI, workflow automation with n8n, Linux, REST APIs, and structured system design.
Languages & DSA
Python and Java for competitive programming — backed by 250+ problems across major platforms.
Achievements & Open Source
Milestones
- OS
-
CP
Competitive Programming
250+ problems solved · LeetCode: 1516 (shankie2k5) · Codeforces: 1023 (shankie2k5) · CodeChef: 2★ 1448
-
AC
Dual Academic Track
BE Computer Science & Business Systems at DSCE (CGPA 9/10) alongside a Data Science profile from IIT Madras (2024).
Contact · Bengaluru, India
Find me online
Open to collaborations, internships, and interesting builds.