Rahul Singh
Open to work3 years experienceAI Engineer
AI Engineer with 2.5+ years of experience in AI/ML solutions for the automotive domain.
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Skills & Technologies
34 skillsWork Experience
AI Engineer
KPIT Technologies Ltd.
- Developed and integrated Android applications with on-device ML capabilities, enabling real-time inference for automotive use cases.
- Built and deployed ML models for data analysis and predictive insights, leveraging Python, Scikit-learn, and TensorFlow to drive data-driven decision-making.
- Designed object detection pipelines using YOLOv8 and OpenCV for vision-based ADAS (Advanced Driver Assistance Systems) features.
- Engineered AI agent workflows using LangChain and LangGraph for automated data extraction, summarisation, and reporting tasks.
- Built RAG-based systems integrating LLMs with domain-specific knowledge bases to power intelligent Q&A and document search features.
- Performed end-to-end data analysis — data cleaning, feature engineering, EDA, and visualisation — to surface actionable insights for product teams.
- Collaborated with cross-functional teams across software, hardware, and product to deliver AI features in automotive-grade environments.
Projects
GenAI Knowledge Assistant
- End-to-end RAG system ingesting PDFs, web pages, and Notion docs into a FAISS vector store.
- Agentic ReAct loop built with LangGraph; supports multi-hop reasoning and source citations.
- FastAPI backend + Streamlit frontend; containerised with Docker and deployed on AWS EC2.
Real-Time Object Detection Dashboard
- YOLOv8 model fine-tuned on a custom dataset; OpenCV pipeline processes live RTSP camera feeds at 30 FPS.
- Alert system triggers via webhook on anomaly detection events; results stored in PostgreSQL.
LangGraph Multi-Agent Workflow Engine
- Orchestrated parallel AI agents for data extraction, summarisation, and report generation using LangGraph state machines.
- Reduced manual report preparation from 4 hours to under 10 minutes for the client team.
Leaderboard Standings
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Assessment Highlights
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AI Collaboration Score
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Role Compatibility Profile
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About Details
Professional Bio
Results-driven AI Engineer with 2.5+ years of experience at KPIT Technologies, delivering end-to-end AI/ML solutions for the automotive domain. Adept at translating complex research into production-ready features that work in real-world, safety-critical environments.
B.E. in Computer Engineering
Savitribai Phule Pune University, Pune (2019 - 2023)