Responsibilities include:

• Take over and lead the Seller centre app from Mid-platform. Designing ABTest platform from scratch
• Lead the food delivery project in Bangladesh, design and review the architecture for multi-country expansion
• Refactor of legacy modules, solve throughput issues (4x faster) and improve loading speed

Project Lead, Green Buildings Innovation Cluster, 01/2020 - Present

• Lead the smart building project from proposal to project delivery, and publish five related papers and two of them are first author
• Conduct human behaviour study by leveraging Deep Reinforcement Learning (DRL) technique, analyse the occupants thermal comfort preference and implementable recommendations for energy consumption
• Design an algorithm based on multi-agent DRL [1] to optimise the energy-comfort tradeoff for multiple zones
• Propose to monitor respiratory symptoms such as coughing for pandemic early warning [3], and implement a crowdsource platform including backend, website, and mobile app for sample collection
• Develop the platform for smart building research [2], including wireless sensor network (WSN), mobile application for both iOS and Android platform [5] and backend server in Java Spring

Technical Lead, Micro-grid Operation on Blockchain, 03/2019 - 01/2020

• Design, develop, test, deliver, maintain and improve energy trading platform as a technical lead, working across full-stack through entire development lifecycle
• Design the dual-token eco system on Ethereum and develop smart contracts for order matching
• Develop backend in Node.js and web portal in React + Redux for energy trading and status monitoring

Research Assistant, Green Buildings Innovation Cluster, 04/2018 - 03/2019

• Propose a deep learning-based framework, DeepComfort [4], for smart building thermal comfort control
• Implement a building thermal comfort control digital twin environment, and develop a integrated system to present AI-based strategy on web pages using TRNSYS, Tensorflow, React, websocket and pywinauto

Mobile Lead, HEY!Shake Social TV Engagement, 02/2017 - 04/2018

• The app was ranked as one of the hottest apps on both iOS App Store and Google Play in Aug. 2017
• Module design of multiple apps that support 6k+ users, including registration, shopping, payment (Apple Pay) and order systems
• Refactor the iOS app in Swift by reducing the amount of third-party libraries from 51 to 13, significantly improved the app running performance and diminished the size of the app from 22.1M to 3.7M
• Fix several memory leaks and retain cycles of the audio SDK

Responsibilities include:

• Delivered several refactored modules, including Punch Plan, Wordbook, Push Notification, Badge module
• The crash rate was always controlled lower than 1.5%
• Integrated the payment system, to avoid paying the 30% fee for Apple’s iAP
• Automation scripts maintenance & Took part in the code review
• Open-sourced a component on GitHub