Journey
ML Engineer — Working Student
Hitachi Rail
Sep 2025 – Feb 2026 · Berlin, Germany
Engineered custom GNN architectures in PyTorch to produce spanning trees with 95% accuracy. Developed a comparative analysis of GAT & GCN models and built a custom loss + reward system for supervised training on large-scale graph data.
Backend Developer — Working Student
Wayfair
Aug 2024 – Apr 2025 · Berlin, Germany
Designed Vertex AI Pipelines on GCP to automate ML workflows and image annotation. Managed Apache Airflow DAG migrations and built APM dashboards in Datadog tracking P99/P95/P75 latencies.
SAP ABAP Developer
Kennametal Shared Service
May 2022 – Mar 2024 · Bengaluru, India
Built Smart Forms, Adobe Forms, and custom ABAP reports. Leveraged LLM technologies to build a warehouse management chatbot improving efficiency by 18%, and developed an OData application for cross-platform integration.
Projects
A collection of things I've built with care.
Self-Reflective Autonomous Driving
Designed a teacher–student framework where a rule-based policy generates supervision for a VLM student. Trained with SFT and reinforcement learning in CARLA using GRPO, with a self-reflection mechanism for failure diagnosis.
GenAI Vision Assistant
Built a LangGraph vision agent with Google Gemini VLM for complex scene analysis and multi-step visual reasoning. Deployed with Docker and integrated Kokoro TTS for low-latency audio output to a mobile client.
Full-Stack E-Commerce
E-commerce platform with a React frontend, FastAPI backend, and PostgreSQL with transactional order handling. JWT-based auth for customers and admins, fully dockerized for production.
My Toolkit
Education
M.S. Computer Science — Big Data & AI
SRH Berlin University of Applied Science · Berlin, Germany
B.E. Information Science & Engineering
Sri Krishna Institute of Technology · Bangalore, India