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Chilla Kalyan

@chillakalyan

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Machine Learning Engineer specializing in predictive modeling and LLM-powered applications.

India

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What I'm looking for

I seek roles building and deploying ML/LLM systems end-to-end, with hands-on model engineering, production deployment, and opportunities for research and impact.

I am a Machine Learning Engineer with hands-on experience in predictive modeling, LLM-powered applications, and end-to-end ML deployment. I have built data-driven solutions using Python, XGBoost, FAISS, and LLaMA, focusing on scalable and production-ready AI systems. My work includes developing RAG pipelines, optimizing model performance, and implementing efficient backend architectures. I recently published an IEEE conference paper (ICEARS 2026) on Hardware Trojan Detection using machine learning techniques. I am passionate about solving real-world problems through AI and continuously improving system performance and reliability.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer

Aishwi Technologies

Developed and maintained scalable backend applications, built REST APIs, integrated MySQL/PostgreSQL databases, and optimized system performance to deliver production-ready ML-enabled services.

Python REST APIs Flask PostgreSQL MySQL Performance Optimization Git Docker

Student Club Leader

Traconfect Club

Led a communication and speaking skills club, organizing and facilitating 40+ interactive sessions that improved members' public speaking and technical communication.

Leadership Public Speaking Event Planning Workshop Facilitation Mentorship