Satish Kumar

About Satish Kumar

The work involves research and development in the areas of automatic speech recognition, machine learningand deep learning, Generative AI. Creation of AI applications in the Areas of Natural Language Processing and Computer Vision. Building Open-Source Datasets for training custom speech recognition models.Building Generative AI solutions using GPT-3.5, GPT-4 and operationalizing open-source Large LanguageModels such as LLAMA-2. Customization of Large Language Models using RAG using Lang chain and otherlibraries. The work also involves ideation of products followed by building prototypes and then collaboratingwith the technology team on building the actual product.

Experience

1. Ai Engineering Lead

   Happiest Minds Technologies

   Sep 2024 — Present · Bangalore Urban, IN

   Work involves working on building AI agents using LangChain and LangGraph based on RAG using Azure AI search, prompt finetuning and using azure openai services and models for a US based EdTech Customer. The work also involves building API solutions using FastAPI, deploying the API solutions in Kubernetes Clusters, Version Control using git and GitLab, Working with Kafka Topics, Consumers and Producer. The work also involves testing the API created for load and performance using Jmeter. Using JIRA for project management.

Education

• Tata Institute of Social Sciences

  Master of Arts - MA, Development Studies

  2016 — 2018

• Praxis Business School

  PGP, Data Science

  2020 — 2020

• Karunya Institute of Technology and Sciences

  Bachelor's degree, Computer Science Engineering

  2007 — 2011