Solopreneur · Deerfield Beach, FL
I ship models the way I ship infrastructure.
Versioned. Containerized. Monitored. Reproducible from a single commit. Four live, publicly verifiable systems — not coursework demos.
Manifesto
Deployment is part of the model.
I treat deployment as part of the model, not an afterthought. Every system I build is versioned, containerized, monitored, and reproducible from a single commit.
It's a rare combination of research rigor and operations discipline — the ability to read the paper, train the model, and keep it healthy in production. My portfolio is four live, publicly verifiable systems rather than coursework.
Currently targeting Cloud, MLOps, AI/ML, or Software Engineer roles nationwide, including remote.
98.49%
F1-score, fraud detection
100%
F1-score, cost anomaly detection
98.36%
Accuracy, intrusion detection
2hr → 5min
Job application time, cut
Project Experience
Live systems, not screenshots.
Four production-grade builds spanning MLOps, cloud infrastructure, full-stack AI, and applied security research. Flip a card for the details.
Automated MLOps Pipeline for Real-Time Fraud Detection
Hover or tap to flipA full ingest-train-deploy pipeline for real-time credit card fraud detection, automated end-to-end with CI/CD and served behind a monitored FastAPI layer.
Intelligent Cloud Cost Optimization Engine
Hover or tap to flipAn anomaly detection engine for AWS spend that catches cost blowouts before they show up on the bill, exposed through a serverless dashboard.
Hire Ready AI — Intelligent Job-Hunting Platform
Hover or tap to flipA full-stack AI job-hunting platform that aggregates listings in real time, tailors resumes in one click, and scores them against ATS systems.
Blockchain Event Spotting & Trust Verification
Hover or tap to flipHybrid blockchain security research pairing ECC + AES-256-GCM encryption with ML-based intrusion detection, published at ICCCAI-2024.
Education
Foundations.
M.S., Computer and Information Sciences
Florida Atlantic University · Boca Raton, FL
Aug 2024 — May 2026
GPA: 3.867 / 4.0
B.E., Computer Science and Engineering
Sathyabama Institute of Science and Technology · Chennai, India
Aug 2020 — Aug 2025
GPA: 3.12 / 4.0
Toolbox
What I build with.
Cloud-native, model-to-production tooling — the same stack across every project above.
Languages
Cloud & AWS
MLOps & DevOps
Containers
ML / AI
Data & APIs
Tools