Tanmay Bagaria

Software engineer at Oracle working on backend systems, databases, streaming, vector search, and AI agents.

Curious about systems, both technical and natural. I spend my time working on backend and AI systems, exploring how things fit and scale. I enjoy reading, wandering and learning how things work.

Outside of tech, I'm exploring sustainable ventures on my family's tea estate.

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Tanmay Bagaria

Work

  • Oracle America Software Engineer, 2020-present. Databases, cache, scale-out engines, streaming, vector systems, AI agents.
  • MentorCruise Tech Mentor, 2020-2021. Helped professionals build and ship web applications.
  • Fetch Rewards Software Engineer Intern, 2020. App and internal productivity tooling.
  • UW-Madison Undergraduate TA, 2019-2020. AI, systems programming, algorithms.
  • UW Biochemistry Undergraduate Researcher, 2019. Clustering algorithms for protein interaction data.
  • Zomato Product Manager Intern, 2018. Market research, client outreach, and growth.

Projects

Selected work

  • Multi-Tenant Inference Platform vLLM serving for multi-tenant LLM inference with workload isolation, SLA-aware allocation, and efficient GPU utilization.
  • Terroir Quality intelligence for agri-processing.
  • Virtual Shopping Assistant 2019. Voice-first shopping assistant with a bidirectional chat interface.
  • Entity Matching 2019. Fuzzy matching system for CSV similarity prediction with 91% accuracy.
  • LandYourGreen.space 2019. Land auction platform with real-time bidding, SMS alerts, and environmental analytics.
  • Chain Voting 2018. Blockchain voting with Firebase auth and Python TCP sockets. devpost

Highlights

  • 2nd place Google I/O Kickoff. 2026. AI football scouting app using video segmentation, multimodal analysis, and RocketRide/GMI pipelines. demo github
  • 3rd place Ara X SF. 2026. AI kitchen companion to recommend cooking, restocking, or ordering food. project github
  • Best JS HackUIowa. 2019. Flood Watch, a location-based flood alert system using elevation data and weather APIs. devpost
  • Best GCP MinneHack. 2019. Farm Excess, a platform connecting farmers' excess produce with community members and smart recipe suggestions. devpost

Reading

Papers
  • Learning to Adapt Pre-trained Language Models to Unseen Domains 2023
  • Efficient Online Learning for Large-Scale Real-Time Systems 2022
  • Understanding and Optimizing Multi-Stage AI Inference Pipelines 2023
  • The Tail at Scale 2013
  • Attention Is All You Need 2017
  • Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks 2020
  • Direct Preference Optimization 2023
  • Life Beyond Distributed Transactions: an Apostate’s Opinion 2008
  • Tango: Distributed Data Structures over a Shared Log 2013
  • Harvest, Yield, and Scalable Tolerant Systems 1999
  • Amazon's Dynamo 2007
  • MapReduce: Simplified Data Processing 2004
  • The Google File System 2003
Technical
  • Designing Data-Intensive Applications Martin Kleppmann
  • Site Reliability Engineering Google SRE Team
  • Clean Architecture Robert C. Martin
  • The Pragmatic Programmer Dave Thomas & Andy Hunt
  • The Beginning of Infinity David Deutsch
  • Seeing Like a State James C. Scott
  • Finite and Infinite Games James P. Carse
  • The Psychology of Money Morgan Housel
Non-fiction
  • Thinking, Fast and Slow Daniel Kahneman
  • The Psychology of Money Morgan Housel
  • The Simple Path to Wealth JL Collins
  • Secrets of Sand Hill Road Scott Kupor
  • Platform Revolution Geoffrey G. Parker et al.
  • How to Create a Mind Ray Kurzweil
  • The Emperor of All Maladies Siddhartha Mukherjee
  • Chip War Chris Miller
  • The WEIRDest People in the World Joseph Henrich
  • Man's Search for Meaning Viktor E. Frankl
  • The Revolt of the Public Martin Gurri
  • The Black Swan Nassim Nicholas Taleb
  • Poor Charlie's Almanack Charles T. Munger
  • The Art of War Sun Tzu
  • The Book of Why Judea Pearl
Fiction
  • Project Hail Mary Andy Weir
  • Snow Crash Neal Stephenson
  • Little Fires Everywhere Celeste Ng
  • The Midnight Library Matt Haig
  • Recursion Blake Crouch
  • The Vegetarian Han Kang
  • Klara and the Sun Kazuo Ishiguro
  • Never Let Me Go Kazuo Ishiguro
  • Exhalation Ted Chiang
  • Stoner John Williams
  • Piranesi Susanna Clarke
  • The Tartar Steppe Dino Buzzati
  • The Rings of Saturn W.G. Sebald
  • The Employees Olga Ravn

Wandering

Jungfraujoch alpine landscape in Switzerland add photo
Jungfraujoch Switzerland, 2026
Mesa Verde National Park landscape add photo
Mesa Verde Colorado, 2025
Rocky Mountain National Park landscape add photo
Rocky Mountain Colorado, 2025
Milky Way over Mauna Kea in Hawaii add photo
Mauna Kea Hawaii, 2025
Amsterdam street or canal view add photo
Amsterdam Netherlands, 2025
Ghent city view in Belgium add photo
Ghent Belgium, 2025
Death Valley National Park desert landscape add photo
Death Valley California, 2024
Crater Lake National Park blue lake and caldera add photo
Crater Lake Oregon, 2024
Cinder Cone at Lassen Volcanic National Park add photo
Cinder Cone Lassen, 2024
Grand Teton National Park mountain landscape add photo
Grand Teton Wyoming, 2023
Yellowstone National Park hot spring add photo
Yellowstone Wyoming, 2023
Glacier National Park mountain landscape add photo
Glacier Montana, 2023