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Gowtham User

@gowthamuser3

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I build Python ML systems for telematics risk scoring and offline multimodal RAG workflows.

India

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What I'm looking for

I'm looking to build production-grade ML, AI, data, or backend systems where I can contribute across data processing, modeling, evaluation, and deployment while growing in large-scale data workflows.

I built an end-to-end driver behavior profiling and risk assessment system using Python and Scikit-learn, turning 10,000+ telematics records into actionable risk scores.

I engineered behavioral features for overspeeding, harsh braking, and sharp turns, reduced sensor noise by 30%, and achieved 85% classification accuracy across low, medium, and high-risk tiers. I also deployed a Flask REST API for real-time scoring, reducing manual analysis effort by about 60%.

I co-authored and presented an IEEE-published paper at ICSSCNA-2026 on an offline multimodal RAG pipeline. The system brings together documents, scanned images, and speech through NLP, OCR, speech-to-text, vector indexing, and local LLMs for cross-modal querying.

I'm building on strong Python data work with self-directed PySpark and Apache Spark study, and I enjoy developing production-minded ML and backend systems from data ingestion through evaluation and deployment.

Experience

Work history, roles, and key accomplishments

AI/ML Engineer

Self Employed

AI/ML Engineer with strong Python skills in data processing, feature engineering, and analytics, backed by self-directed study of PySpark and Apache Spark for large-scale data workflows.

Python PySpark Apache Spark Data Processing Feature Engineering Analytics

Education

Degrees, certifications, and relevant coursework

Hindusthan College of Engineering and Technology

Bachelor of Technology, Artificial Intelligence & Machine Learning

2022 - 2026

Pursuing a Bachelor of Technology in Artificial Intelligence and Machine Learning from Hindusthan College of Engineering and Technology, affiliated with Anna University.