Looking for a job

BSR SANKETH

@bsrsanketh

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I build production-minded AI systems, model-serving platforms, and full-stack applications.

India

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What I'm looking for

I'm looking to build AI, machine learning, backend, or full-stack products where I can turn models into reliable systems, work with real-world data, and continue growing through hands-on engineering challenges.

I've built production-minded AI systems spanning model serving, computer vision, and retrieval over live data.

In my Model Serving Layer project, I increased inference throughput 4.2x from 32 to 135 requests per second using dynamic request batching, while reducing p99 latency from 8695ms to 82ms. I designed bounded queues, shape bucketing, and backpressure behavior to keep performance predictable under saturation.

I've also built an insurance claim estimation application using YOLOv8, React, Node.js, and Flask, achieving approximately 85% mAP across four vehicle-damage classes. My Agentic RAG project uses FastAPI, LangChain, pgvector, PostgreSQL, and Redis to select between SQL, vector search, and live API retrieval.

At KodNest Technologies, I developed reproducible Python data science workflows for cleaning, analysis, feature engineering, model evaluation, and visualization. I'm backed by a Computer Science and Engineering degree, AWS Cloud Practitioner certification, and hands-on work across AI, computer vision, backend systems, and full-stack development.

Experience

Work history, roles, and key accomplishments

Data Science Intern

KodNest Technologies

Feb 2026 - May 2026 (3 months)

Built end-to-end data science workflows in Python, covering data cleaning, exploratory analysis and feature engineering on tabular datasets with pandas and NumPy. Trained and evaluated supervised learning models using scikit-learn, comparing algorithms on held-out data and tuning hyperparameters to improve validation performance.