Headline

Software Engineer at Samsan Labs | Full Stack & AI Engineer | FastAPI · LangChain · React | Building AI agent platforms & SaaS products

About

I'm a software engineer specialising in AI systems and full-stack web development, currently building AI agent platforms and SaaS products at Samsan Technische Labs. I also deliver embedded HMI applications for Volkswagen and Cupra on contract through HCL Tech. My work spans the full stack — from designing FastAPI and LangChain-powered backends to shipping React frontends and managing AWS infrastructure. On the AI/ML side, I've built production systems that measurably move the needle: a federated learning model that reduced vehicle trajectory displacement error by 29.2%, and an NLP resume-matching pipeline that improved candidate-to-job accuracy by 40% at 90% precision. Beyond professional work, I've co-authored 2 peer-reviewed publications in ML and IoT — on reinforcement learning for waste management and dynamic protocol translation for IoT interoperability. My toolkit includes Python, FastAPI, LangChain, TensorFlow, PyTorch, React, and AWS — and I'm equally comfortable prototyping a new model architecture or optimising a slow database query at 2am. I'm open to roles in AI/ML engineering, full-stack development, or any intersection of the two — particularly teams building real-world products where the AI actually ships to users. 📩 Reach me at aneeshraskar@gmail.com

Location

Pune Division

AI stack

antigravity

claude

Work experience

Software Engineer at SAMSAN Technische Labs Pvt Ltd, Aug 2025 - Present · 1 yr, Pune District, Architecting internal AI and SaaS products, alongside embedded software contract work with European automotive OEMs through HCL Tech. •Architected and shipped an AI agent platform using FastAPI and LangChain, unifying LLM calls and vector embeddings across 3+ open-source models; configured observability with LangSmith, cutting debugging turnaround time significantly. •Engineered a subscription-based payment gateway supporting 3 pricing tiers with automatic recurring billing, reducing manual billing overheads. •Contracted through HCL Tech to deliver HMI applications for Volkswagen and Cupra, covering core EV features including end-to-end charging flows and vehicle control functions across 2 vehicle platforms. •Integrated LiveKit for real-time video communication within a SaaS product, achieving sub-500ms latency for peer connections.

Full-stack Developer at Moneyy.ai, Feb 2025 - Jul 2025 · 6 mos, India, Maintained the backend API layer for a financial platform, focusing on security, performance, and cloud infrastructure. •Designed and maintained RESTful APIs using Django REST Framework, supporting core platform features including user accounts and transaction data for 1000+ users. •Deployed and managed backend infrastructure on AWS using ECS, S3, RDS, DynamoDB, Lambda, and API Gateway, maintaining 99.9% uptime. •Implemented end-to-end encryption for sensitive user and financial data across all API endpoints, achieving compliance with data security requirements. •Optimised database queries and load-handling, reducing average API response times by 35%.

Growth Advisor at HackClub VIT Chennai, Jun 2024 - May 2025 · 1 yr

HR and Management Lead at HackClub VIT Chennai, Jul 2023 - Jun 2024 · 1 yr

HR and Management team member at HackClub VIT Chennai, Jan 2023 - Jul 2023 · 7 mos, Member of the HR and Management team at Hackclub VIT-C

Member of Electronics and Electrical department at Dreadnought Robotics, Oct 2022 - Jan 2024 · 1 yr 4 mos, Chennai, Tamil Nadu, India

Education

Bachelor of Technology - BTech, Computer Science with specialization in Artificial Intelligence and Machine Learning, Vellore Institute of Technology

12th, Science, ICAD School of LEarning