Virat Kumar
Masters Student at The University of Texas at Dallas
Richardson, Texas, United States
Summary
👤
Senior🎓
Top SchoolVirat Kumar is an AI and Data Science professional with 8 years of experience building production-grade generative AI, multimodal, and scalable distributed systems across BFSI, FMCG, healthcare, e-commerce, and aviation. He has led cross-functional teams to deliver customer-facing automation—voice/chatbots that resolved 60% of queries—and developed domain-specific RAG and Graph-RAG solutions as well as text-to-SQL and image-aware models. Comfortable from research to deployment, he combines hands-on model fine-tuning (LoRA, prompt engineering) and LLMOps with strong engineering discipline in system design and data pipelines. Notably, his background includes a sonar-based underwater image transmission research project and end-to-end PDF knowledge-mining systems that added conversational Q&A layers to enterprise documents. Currently pursuing a Master’s in Business Analytics & AI at UT Dallas, he is open to cross-university research and industry collaborations that democratize AI for practical business impact.
8 years of coding experience
5 years of employment as a software developer
ICSE, HIGH SCHOOL/SECONDARY DIPLOMAS AND CERTIFICATES, ICSE, HIGH SCHOOL/SECONDARY DIPLOMAS AND CERTIFICATES at Saint Joseph's school, BhagalpurBachelor of Technology - BTech, Computer Science, Bachelor of Technology - BTech, Computer Science at Manipal University Jaipur
Github Skills (12)
applet3
controlling2
gnome2
explore2
internet2
shell-extension2
gnome-shell2
ubuntu1
backlight1
shell1
taskbar1
brightness1
Programming languages (3)
Github contributions (5)
vk001716/docker_cuda_tutorial
Apr 2021 - May 2022
Contributions:16 commits, 12 pushes, 1 branch in 1 year 1 month
vk001716/invoice2data
Jun 2021 - Jul 2021
Extract structured data from PDF invoices
Contributions:61 pushes, 20 branches in 1 month
pdf-manipulationpdfstructuredinvoicesstructured-data
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