Hi, I’m Nagharjun Mathi Mariappan 👋
Data Scientist focused on turning raw biomedical data into usable tools for clinicians. I design and deploy end to end machine learning systems from data pipelines and model training to containerised deployments on Docker and Kubernetes with CI/CD on local servers and cloud based. Comfortable moving across the stack: Python and PyTorch for modelling, MLflow for experiment tracking, GitHub Actions for automation, and FastAPI for services.
I enjoy collaborating with physicians and engineers to bring models into everyday workflows under various settings. Constantly learning, open sourcing when I can and motivated by interesting projects.
Beyond my professional work, I enjoy playing soccer.
Latest Writing
Selected Projects
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Evading Ad‑Blockers – Poisoned object‑detection model that drops ad‑blocking recall 15 %.
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NYC Station Sense – Parallel Spark pipeline that forecasts subway crowding with R² = 0.62.
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Image Captioning using ViT – ViT + decoder model that scores BLEU‑4 19.6 on Flickr8K.
Education
| Degree | School | Year | GPA |
|---|---|---|---|
| MS Computer Engineering | New York University | 2024 | 3.96/4.0 |
| B.Tech Electronics and Computer Engineering | Vellore Institute of Technology | 2022 | 8.67/10 |
Contact
- 📧 nagharjun2000@gmail.com
- đź‘” LinkedIn
- 🧑‍💻 GitHub
- 📞 +1 (917) 688‑8843