Bishwadip Maitra — AI-native microservices engineer and environmental data scientist. I build production-grade intelligent backends with Spring Boot + Spring AI, and research air quality (PM2.5, O₃) forecasting with machine learning and satellite remote sensing across South Asia.
name: Bishwadip Maitra
education:
- B.Tech @ IIIT Sricity
- M.Tech @ IIT Tirupati
role: AI Native Microservices Engineer
workplace: UW-BUET Air Quality Research, Bangladesh
focus: Environmental Data Science & Data Engineering
interests:
- AI Product Management
- Backend Engineering
- Applied Machine Learning
currently_building: AI-integrated microservices with Spring Boot + Spring AI
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Environmental Data Science & Data Engineering
Working on data-driven air quality research — building ML pipelines and data engineering infrastructure for atmospheric pollution modeling over Bangladesh and the wider South Asian region, in collaboration between the University of Washington and BUET. |
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Building AI-native microservices using the Spring ecosystem — combining Spring Boot with Spring AI to create production-grade intelligent backends. I care about clean architecture, resilience, and developer experience. |
My research sits at the intersection of machine learning and environmental science — PM2.5 and tropospheric O₃ modeling, transfer learning, and satellite-derived AOD, applied to real ecological challenges. |
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From model training with PyTorch & scikit-learn to embedding AI capabilities into REST APIs, I bridge the gap between research-grade ML and production systems. |
I think about AI products holistically — not just the model, but the system design, user experience, and business impact that makes AI useful in the real world. |
Research keywords: PM2.5 estimation · transfer learning · satellite AOD · tropospheric ozone · remote sensing · air quality forecasting · Indo-Gangetic Plain
Entropy-Guided Transfer Learning for Ground-Level PM2.5 Estimation from Satellite-Derived AOD over Three Indian Cities: Kolkata, Guwahati, and Delhi
Bishwadip Maitra, Ritovan Dasgupta, Bhanu Prakash Bhaskarla, Subhojit Mandal, Mainak Thakur
🏛️ Publisher: IEEE | 🌍 Domain: Environmental Data Science · Remote Sensing · Applied ML
Uncovering Key Drivers of Tropospheric O₃ Prediction in Rajshahi: A Remote Sensing Framework in the Absence of Ground Monitoring
Bishwadip Maitra, Dipanwita Maitra, Subhojit Mandal, Mainak Thakur
🏛️ Publisher: IEEE | 🌍 Domain: Environmental Data Science · Remote Sensing · Applied ML
