I ship products
that

Started with full stack systems, APIs, databases, the stuff that ships. Now I'm deep in machine learning, training models and building pipelines that go from notebook to production. Same instinct either way: build things that actually work.
- Currently
- ML Engineer @ Flyrank AI
- Focus
- LLMs / MLOps / Product
- Projects
- 16 shipped
- Status
- Open to work
About
Fullstack roots.
Machine learning trajectory.
I started fullstack out of necessity, freelance work needed shipped products, not theory. APIs, databases, interfaces that actually worked. Then my degree pulled me toward AI/ML, and something clicked. Since 2023 I have been building across both, and the AI/ML side is where I want to be.
The fullstack background did not get left behind, it became the edge. I do not just want to train a model and hand it off. I want to build the pipeline that feeds it, the API that serves it, and the interface someone actually uses. End to end, because that is the only way I know how to build.
Right now that means deep learning, ML engineering, and projects that go from raw data to something deployed and working, not stuck in a notebook.
- 3+
- Years engineering
- 16
- Projects shipped
- 9
- Certifications

Experience
- [Jul 2026 →]
ML Engineering Intern
FlyRank AI
Engineered preprocessing pipelines across multiple internal datasets, cutting model iteration time by 15%. Benchmarked candidate models against production criteria and partnered with a cross functional engineering team to integrate ML components into core systems.
- Python
- Scikit-learn
- Pandas
- NumPy
- [Aug 2025 – Sep 2025]
Machine Learning Engineer
Arch Technologies
Optimized machine learning models across three data challenges, improving prediction accuracy by 8%. Overhauled the data preprocessing and evaluation workflow, cutting experimentation turnaround time by roughly 20%.
- Python
- Scikit-learn
- Pandas
- [May 2025 – Jul 2025]
Frontend Developer Intern
DevelopersHub Corporation & YoungDev
Converted UI/UX designs into production-ready React components across two concurrent internships, integrating third-party APIs and improving page-load performance while ensuring cross-browser compatibility.
- React.js
- JavaScript
- Tailwind CSS
- [Dec 2024 – Mar 2025]
Web Developer Intern
Securely Innovations
Led a three-person team to build CodeConvo, a full stack discussion forum, owning architecture through deployment. Directed JWT-based authentication and persistent storage for users and threaded discussions.
- React
- Node.js
- SQLite
- JWT
- [Feb 2024 – May 2024]
Web Developer Intern
Charisma Software
Built UI components alongside senior developers in a live commercial codebase, applying production-grade code review and performance optimization practices.
- React
- JavaScript
- CSS
- [2020 →]
Full Stack Developer, Freelance
Fiverr
Delivered end-to-end web applications for e-commerce, portfolio, and small business clients, building React frontends paired with Node.js backends and Shopify API storefronts, deployed to production on Vercel.
- React
- Node.js
- Shopify API
- Vercel
Credentials
- Verify credentialML-2024-88422024
Machine Learning Specialization
Stanford / DeepLearning.AI
- Verify credentialDL-2024-33912024
Deep Learning Specialization
DeepLearning.AI
- Verify credentialAWS-MLS-72052025
AWS Certified Machine Learning — Specialty
Amazon Web Services
- Verify credentialTF-2024-11872024
TensorFlow Developer Certificate
Google
- Verify credentialGCP-PMLE-44102025
Professional ML Engineer
Google Cloud
- Verify credentialNLP-2025-09232025
NLP Specialization
DeepLearning.AI
- Verify credentialAWS-SAA-55612022
AWS Certified Solutions Architect
Amazon Web Services
- Verify credentialMLO-2025-27482025
MLOps Specialization
Duke University
- Verify credentialCKAD-2023-66342023
Kubernetes Application Developer
CNCF





