Rusheel Gollakota
AI Engineer at Code17Tek
Richardson, Texas, United States
Summary
👤
Senior🎓
Top SchoolRusheel Gollakota is an AI Engineer with eight years of software and ML experience and a focused 4+ years delivering production-grade agentic systems and retrieval-augmented pipelines. Based in Richardson, Texas, he architects end-to-end solutions—from OCR and embedding generation to asynchronous AWS document pipelines and CI/CD—demonstrated by a recent on-prem RAG system for oil and gas leases using LangChain, Qdrant, and Ollama. He blends practical engineering (Docker, ECR, App Runner, Lambdas, SQS/SNS, MongoDB Atlas) with model-aware tooling like LangSmith, RAGAS, and DeepEval to cut hallucinations and reduce production failures. Rusheel has hands-on experience building agentic conversational systems with LangGraph and AWS Bedrock that achieved 97% on custom factuality/completeness rubrics, reflecting strong evaluation-first design. His background includes roles in data science, NLP, and research plus an MS in Computer Science from UT Dallas and an NLP nanodegree, giving him both academic grounding and production instincts. Notably, he emphasizes observability and cost-aware prompt engineering to optimize retrieval–generation flows—an approach that often yields measurable operational gains.
8 years of coding experience
3 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at The University of Texas at DallasBachelor of Technology - BTech Computer Science, Bachelor of Technology - BTech Computer Science at Indian Institute of Information Technology, SriCityNanodegree Graduate Natural Language Processing, Nanodegree Graduate Natural Language Processing at Udacity
English, Telugu, HindiProgramming languages (2)
Github contributions (5)
sumanthd17/Online-Course-Registration
Oct 2018 - Dec 2018
Online Course Registration for IIITS as a part of Applied Software Engg course
Contributions:131 commits, 66 PRs, 4 comments in 1 month
online-courseregistrationcourse-registrationapplied
rusheel98/Online-Course-Registration
Oct 2018 - Dec 2018
Online Course Registration for IIITS as a part of Applied Software Engg course
Contributions:124 pushes, 1 branch in 1 month
online-courseregistrationcourse-registrationapplied
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