Kunal Kumar

About Kunal Kumar

Deploying models and dreams — one bug at a time. Hi there! I’m Kunal, an AI/ML…

Experience

1. Senior Software Engineer 1

   HCLTech

   Jul 2024 — Present

   MLOps for Banking Intelligence (Client: Leading Southeast Asian Bank)• Designed and deployed end-to-end ML pipelines using AWS SageMaker, Lambda, and CI/CD with GitHub Actions, automating model retraining and deployment.• Implemented Dockerized microservices for scalable ML serving, achieving a 40% reduction in deployment time.• Collaborated with data engineering teams to streamline data ingestion using S3, Glue, and Redshift.TestGenie – Intelligent QA Automation Platform• Co-developed an AI-powered automated testing framework by fine-tuning LLaMA 3.0 integrated with Neo4j GraphDB for contextual reasoning.• Architected and deployed the solution on AWS EKS with Route 53, achieving high availability and seamless scaling.• Led efforts in prompt optimization and vector storage, improving test accuracy by 43%. Awards & Recognition:Winner – FS GenAI Hackathon (Innovation Category)• Recognized for designing an innovative Generative AI prototype leveraging LLMs for enterprise-scale problem-solving.• Demonstrated creative model integration with business impact, earning appreciation from the leadership panel.

Education

• National Institute of Technology Karnataka

  Bachelor's degree, Computer Science & Engineering

• Pantocrator Academy

  Senior High School

• FIITJEE

  Senior secondary with integrated JEE Coursework

• Trident public School

  Senior Secondry High School (Distance)