- 🎓 MSc Data Science and Computational Intelligence — Softwarica College of IT & E-Commerce (Coventry University, UK)
- 🤖 Currently learning Machine Learning, Deep Learning, Computer Vision, and NLP through hands-on projects
- 💼 5+ years of professional Full-Stack Web Development experience
- 🌏 Based in Kathmandu, Nepal
- 📬 Reach me at: tekbhatt1@gmail.com
Software Engineering ──────────────────────► ML / AI Engineering
5+ years MSc + Projects (Goal)
After five years of building production web applications, I became fascinated by how systems learn and reason. I am now fully committed to transitioning into Machine Learning and AI Engineering — building real projects across the full AI stack.
| Project | Description | Tech Stack |
|---|---|---|
| Object Detection: Faster R-CNN vs YOLOv5 | Comparative analysis on PASCAL VOC 2012 (17K images, 20 classes). Faster R-CNN: 74.82% mAP@0.5 | YOLOv5: 71.29% mAP@0.5 | PyTorch, torchvision, Ultralytics, CUDA |
| UK MOT Big Data Classification | Distributed binary classification on 4.2M records using Spark MLlib + HDFS. Best F1: 37.06%, Recall: 67.96% | PySpark, Spark MLlib, Hadoop, Tableau |
| CCPP Energy Prediction | Nonlinear regression + Approximate Bayesian Computation (ABC) on 9,568 observations for power plant energy output prediction | R, ggplot2, ABC, AIC/BIC |
| BBC News Document Classification | End-to-end NLP pipeline — RSS crawling → TF-IDF → Naive Bayes / Logistic Regression. Accuracy: 87.5% | Python, scikit-learn, NLTK, Flask |
| CU Publications Search Engine | Full-stack vertical search engine with TF-IDF + cosine similarity ranking. Response time: < 100ms | FastAPI, React.js, Selenium, NLTK |
- 🎓 MSc Data Science and Computational Intelligence — Softwarica College of IT & E-Commerce (Coventry University, UK) — 2025 – Present
- 🎓 BE Computer Engineering — Kathmandu Engineering College, Tribhuvan University — 2014 – 2019
- 🔹 Freelance Full-Stack Developer — Self-Employed (Upwork) — Nov 2025 – Present
- 🔹 Full-Stack Web Developer — Anchor Points Pvt. Ltd. (US-based Agency, New York) — Apr 2022 – Oct 2025
- 🔹 Web Developer — Atom Digital Corporation — Sep 2019 – Mar 2022
Always learning. Currently focused on Machine Learning and AI.
⭐ Feel free to explore my repositories and star anything you find useful!