Headline

AI Engineer @Harman International

About

AI Engineer | Building intelligent agentic orchestrations that leverage Deep Neural Networks for state analysis and prediction. Proficient in developing custom learning solutions and orchestrating multi-service workflows to achieve defined goals. Expertise spans TensorFlow, Keras, PyTorch, PySpark, Azure AI, Python (FastAPI), Langgraph, and various database systems. Previously at MetaShot and FixitAI.

Location

Greater Bengaluru Area

AI stack

github copilot

hermes agent

hugging face

langgraph

langsmith

vLLM

Work experience

AI/ML Engineer at HARMAN International, Jan 2025 - Present · 1 yr 9 mos, Bengaluru, Karnataka, India, • Designed and implemented machine learning solutions for a major European automaker, enhancing productivity by 30%. • Developed an in-house code review and analysis tool, reducing review hours by 40%. • Created an ADAS testing solution, which decreased test case writing time by 33%.

Machine Learning and Full Stack Engineer at MetaShot, Aug 2024 - Jan 2025 · 6 mos, Bangalore Urban, Karnataka, India, • Designed and implemented end-to-end AI solutions, boosting system performance by 30% and reducing latency by 25%. • Utilized Cron Jobs for scheduling time-bound tasks and Azure functions for deploying serverless APIs. • Developed and maintained scalable web applications using modern frameworks, resulting in a 40% increase in user engagement.

NLP and Generative AI Intern at Fixit, Jun 2024 - Sep 2024 · 4 mos, Remote, • Implemented a dense-sparse hybrid retrieval system, boosting data accuracy by 40% • Enhanced processing speed by 20% through an audio processing pipeline • Optimized Azure Open AI ChatGPT for cold call conversion, increasing accuracy from 70% to 90%

Education

Bachelor of Technology - BTech, Computer Science, Model engineering college

Public links

github: https://github.com/STSonyThomas

sonythomas.me: https://www.sonythomas.me/