Hello, I'm Amit Dutta, an MLOps Engineer with 4 years of experience. I build scalable ML pipelines and full-stack applications using React, React Native, and Java Spring Boot. I'm currently pursuing a Ph.D. in Computer Science at the University of Nevada, Reno, focusing on adaptive learning systems.
About me
I'm currently pursuing a PhD in Computer Science at the University of Nevada, Reno, where my research focuses on adaptive learning systems combining machine learning and evolutionary computing. With over 4 years of experience in software development, I specialize in building scalable MLOps pipelines, modern user interfaces with React and React Native, and robust backend systems using Java Spring Boot.
Outside of my research and engineering work, I enjoy exploring new technologies and occasionally contributing to open-source tools. I’m always learning—currently diving deeper into cloud-native MLOps practices, real-time data systems, and scaling ML workflows in production.
My projects
NAT: Neural Adaptive Trainer
An adaptive system that uses a neural network to personalize training by predicting performance and targeting learner weaknesses.
- Unity
- Neural Network
- ML
- C#
RAFT: Rule-Adaptive Feedback Trainer
Implemented a rule-based system that adjusts scenario difficulty based on student performance in maritime navigation training.
- Unity
- Rule-Based System
- Python
Sharebike
A white-label bike-sharing app developed using React Native, Firebase, Stripe, and CodePush. Integrated CI/CD with Fastlane and CircleCI.
- React Native
- Firebase
- Stripe
- CI/CD
ERP Management App
A full-featured ERP system for managing HR, inventory, and sales. Built with React Native and Redux, available on Android and iOS.
- React Native
- Redux
- ERP
- Mobile
Upay Website
Responsive website for Upay built using Next.js and Tailwind. Showcases services, charges, and features based on Figma designs.
- Next.js
- Tailwind
- React
- Web
Reinforcement Learning for Trading
Developed a PPO-based reinforcement learning agent in a custom OpenAI Gym environment to simulate stock trading decisions.
- Python
- PPO
- Reinforcement Learning
- Gym
Bangla Grapheme Prediction
Built a handwriting recognition model using ResNet-50 and PyTorch for Bengali graphemes. Submitted to a Kaggle competition.
- PyTorch
- ResNet
- Computer Vision
- Kaggle
Food Recommendation System
Used KNN to build a simple food recommendation engine based on user preferences.
- Python
- KNN
- Machine Learning
My skills
- MLflow
- DVC
- Docker
- Kubernetes
- Git
- FastAPI
- AWS
- Python
- Java
- TypeScript
- JavaScript
- Spring Boot
- Node.js
- Express
- React
- React Native
- Next.js
- Redux
- Tailwind CSS
- HTML
- CSS
- PostgreSQL
- MySQL
- MongoDB
- Firebase
My experience
Research Assistant & PhD Student
University of Nevada, Reno
Pursuing a PhD in adaptive learning systems focused on combining machine learning and evolutionary computing. Developed neural network–based algorithms for personalized training.
2023 – PresentSenior Software Engineer
Brainstation23, Dhaka
Led development of Sharebike, a white-label bike-sharing app using React Native, Firebase, Stripe, and CodePush. Implemented Stripe for in-app payments. Built web apps with React and managed CI/CD pipelines using Fastlane and CircleCI. Also developed and maintained a microservice-based backend using Java Spring Boot. Mentored junior developers and created internal libraries to streamline development.
2021 – 2023Software Engineer
Sweetitech, Dhaka
Developed multiple enterprise-level mobile and web applications using React, React Native, and Java Spring Boot. Built RESTful APIs, implemented MySQL database schemas, and integrated features like authentication, push notifications, and role-based access control. Contributed to ERP, HR, and pharmacy management systems deployed on both Android and iOS platforms.
2020 – 2021Assistant Director, Developer
BRAC University Computer Club
Developed club management software using JavaFX and created design content using Photoshop and After Effects.
2018 – 2019Game Developer
NokshaIA, Dhaka
Designed and developed 2D games, implemented core gameplay mechanics, and contributed to game logic and UI programming.
2017 – 2018Contact me
Please contact me directly at [email protected] or through this form.