TBSystemTanmay
Bhuskute
Hello, I'mPostfolio OS

TanmayBhuskute

Software engineer building cloud infrastructure, AI systems, and reliable software.

Master of Science in Computer ScienceCloud / Backend / AI SystemsBackend EngineerCurrently building
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Tanmay Bhuskute

Software Engineer

Open to New Grad and Internship roles. Actively applying for software engineering, backend, distributed systems, and AI systems roles while practicing system design and DSA consistently.

44production upgrades
50%downtime reduction
40+production environments
25.7xlatency reduction
ResumeLinkedInProjects
01

Selected Impact

Proof before biography.

Sourced metrics from production engineering, cloud automation, and AI systems research. Each number has one primary home here so the rest of the page can stay focused.

44
production upgrades

Delivered in 4 months at Siemens Industry Software. / 1-experience.json

50%
downtime reduction

Blue-Green deployment framework for production upgrades. / 1-experience.json

40+
production environments

Migrated from process-based deployments to Kubernetes. / 1-experience.json

25.7x
latency reduction

Android bug reproduction research: 39.4s vs 1012.1s average per run. / 1-experience.json

02

Featured Systems

Systems worth clicking.

View all projects
System 01AI Systems

PolicyPilot

I built a citation-backed RAG portal that unifies fragmented multi-payer insurance policies so clinicians can answer drug coverage...

Problem
Clinicians manually dig through 50-500 page insurance payer policy PDFs to answer drug coverage/prior-authorization e...
Built
Express 5 REST API + 17-tool MCP server on a single Node.js process; PDF-to-structured-data pipeline (parse -> clean...
Scale
17 MCP tool APIs with Zod validation at every data boundary

master-resume

Result
WCAG AA accessibility coverage

master-resume

ReactTypeScriptNode.jsExpress
Open project
System 02Data & ML Systems

NYC Mobility Forecasting

I built an end-to-end ML system forecasting NYC taxi/rideshare demand across 263 zones, cutting prediction error (RMSE) by 43% over...

Problem
Forecast NYC taxi/FHV demand at zone/hour granularity to support supply planning and surge-risk awareness Rideshare/t...
Built
Spark-based medallion (bronze/silver/gold) pipeline; two-stage classification + regression Poisson hurdle model; PySp...
Scale
263 zones, 2.3M-row hourly demand dataset

master-resume

Result
Weighted MAPE improved 18.77% -> 16.52%

master-resume

PythonPySparkApache SparkDelta Lake
Open project
System 03Full-Stack Systems

Spotify Analytics

I built a personal analytics platform that processes a 71K+ event Spotify streaming-history export through a 4-stage Python ETL pip...

Problem
Turn a raw Spotify GDPR streaming-history export into queryable, enriched personal listening analytics Personal use -...
Built
4-stage Python ETL pipeline (dedup/extraction -> metadata + genre enrichment -> two-stage lyrics ingestion -> validat...
Scale
71K+ Spotify streaming events processed

master-resume

Result
13K+ tracks enriched with genre metadata

master-resume

React 19.1.1TypeScript 5.9.3Vite 7.1.7Material UI 7.3.4
Open project
03

Interactive System Builder

I build

Cloud platforms, backend services, AI workflows, developer tools, and data products all need the same habit: make the moving parts explicit before code hides them.

Locked

Selected: Cloud

FlowCloud flow

Infrastructure paths where deploys, validation, and rollback behavior are designed before the feature ships.

  1. input 01Change

    Service upgrade, deployment config, or platform migration.

  2. process 02Pipeline
    validaterollback or promote

    Automated checks, environment targeting, and release gates.

  3. storage 03Platform
    deploy

    AWS services, Kubernetes workloads, and infrastructure state.

  4. output 04Signal
    observe

    Health checks and operational feedback decide the next action.

Routes

  • Change -> Pipelinevalidate
  • Pipeline -> Platformdeploy
  • Platform -> Signalobserve
  • Signal -> Pipelinerollback or promote
AWSKubernetesTerraformCI/CD

Notes From The Build

Short notes. Deeper clicks.

Systems, evaluation, learning, and research notes.
Explore notes
Problem Breakdownsplanned

Android Bug Reproduction Systems

I'm breaking down how automated Android bug reproduction systems can observe, reason about, and replay failure paths.

Problem Breakdownsplanned

Distributed Logging Systems

I'm studying how distributed logging systems preserve useful evidence across services, deployments, and failure modes.

Problem Breakdownsplanned

How Instagram Recommends Reels

I'm mapping the likely recommendation-system pieces behind Reels, from candidate generation to ranking and feedback loops.

Problem Breakdownsplanned

How Niantic Built AR World from User Images

I'm exploring how user-captured images can become a shared AR world model through vision, mapping, and infrastructure.

War Stories

Production and research snapshots.

Role, outcome, and one reason to click.

AI/ML Research Assistant - Android Bug Reproduction

University of Cincinnati (Research)

February 2026 - Present

  • Designed a two-stage memory-augmented LLM method (Gemini 2.5 Pro video-to-memory extraction, then memory-conditioned device automation) that avoids repeated per-scene VLM inference

Software Development Engineer

Siemens Industry Software

July 2022 - June 2024

  • Automated Teamcenter X infrastructure workflows with Python (Boto3), replacing legacy Ruby scripts and reducing deployment time by 40% across AWS environments
View experienceDownload Resume

Life Offline

Map-first breather.

Travel notes and life systems, source-faithful.
USA

USA

Arizona Travel

Arizona Trip

USA

California Travel

Los Angeles Trip

USA

Georgia Travel

Atlanta Trip

USA

Illinois Travel

Chicago + Michigan Trip

USA

Michigan Travel

Chicago + Michigan Trip

USA

New Jersey Travel

Rutgers / New Jersey Trip

USA

Nevada Travel

Nevada (March 2026)

USA

New York Travel

New York Trip

USA

Ohio Travel

Cincinnati Places

USA

Pennsylvania Travel

Philadelphia Trip

USA

Tennessee Travel

Smoky Mountains Spring Break

USA

Utah Travel

Utah (March 2026)

USA

Washington Travel

Seattle Trip

Open Travel & Life

Currently

What I'm experimenting with.

Current signals only. Longer context stays off the homepage.

Current learning

  • System Design (Base Problems)
  • Leetcode (Backtracking, Sliding Window)
  • Behavioral Interview Preparation

Next learning

  • Leetcode Graph Problems
  • Leetcode 1D Dynamic Programming
  • Advanced System Design

Current focus

  • Open to New Grad and Internship roles
  • Targeting software engineering, backend, distributed systems, and AI systems roles
  • System design practice
  • DSA consistency
  • High-signal project building

Job search system

  • Daily applications
  • Referral outreach
  • Cold emails to founders / recruiters

Mental models

  • Eisenhower Decision Matrix
  • Structured decision-making over instinct-based prioritization
  • Simplification-first thinking for complex problems

Available for

Software Engineering
Cloud / Backend / AI Systems

Cincinnati, OH. Open to New Grad and Internship roles.

Backend EngineerSoftware EngineerDevOps EngineerData Engineer
Email meLinkedInResume