MLOps & Cloud Infrastructure Engineer
Hey, I am Yuvraj
I build the infrastructure that brings machine learning models and data pipelines to production.
Focused on Kubernetes, CI/CD, and scalable cloud systems.
Selected Work
PitWall: F1 Race Strategy Predictor
Blue-Green · 45ms p99Trained a Random Forest model on 10 years of Formula 1 lap-time, tire-compound degradation, and meteorological data to forecast optimal pit-stop windows with a 4.2% MAE improvement over traditional baselines.
InvoiceIQ: SME Credit Risk Scorer
Canary · AWS ECSEngineered an automated risk classification service scoring MSME loan repayment probabilities directly from ledger history. Packaged as a high-throughput FastAPI container deployed with automated rollback alerts.
Powertrain Defect Dashboard (Tata Motors)
Automated ETL · PandasReplaced a 3-hour manual inspection log reconciliation procedure with a 10-minute automated pipeline. Built visualization tools for QA engineers to catch recurrent defect anomalies early in the assembly cycle.
Experience
Software Development Intern · OpenIntervue
Built candidate telemetry dashboards in React & Tailwind. Developed serverless FastAPI endpoints on AWS Lambda with automated Pytest unit suites and CI pipelines.
Data Analytics & Frontend Intern · Tata Motors
Engineered automated defect tracking ETL scripts, reducing reporting time from 3 hours to 10 minutes. Delivered internal tooling for manufacturing line inspectors.
B.E. Mechanical Engineering · BIT Bangalore
Coursework in computational algorithms, control theory, and distributed systems. 150+ competitive programming problems solved across LeetCode & Codeforces.
Skills & Technologies
Languages & Scripting
Cloud & Orchestration
MLOps & Model Pipelines
Observability & Data Stores
Let's build something resilient.
Open to opportunities in cloud infrastructure, MLOps, streaming pipelines, and distributed systems.