Experience
Professional Experience
ML & DevOps Engineer
Anchorblock Technology Limited, Dhaka, Bangladesh
Period: Feb 2023 – Present- Designed and implemented Monty’s highly scalable and reliable microservice architecture on AWS, with the addition of continuous monitoring for system usasge and performance metrics. The system effectively accommodates thousands of clients, ensuring robust security & performance.
- Implemented a reproducible training pipeline for Monty’s spam-detector model, which automates training, optimization, and testing, ensuring continuous updates and deployment based on satisfactory test results. This version-controlled pipeline is triggered by parameter changes.
- Orchestrated a CI/CD pipeline that executes tests(unit, integration, and system) upon receiving a pull request. Infrastructures are refreshed/redeployed and updates code in the main branch upon successful test cases.
- Designed and developed a system for delivering 3D content for AR experiences on iOS app. This included implementing user authentication and creating a secure content access API, seamlessly integrated with the backend.
- Enhanced the backend to efficiently gather usage data and billing information. Monitored key metrics, including content retrievals and user interactions, to support user behavior analysis and billing process optimization.
- Addressed vulnerability in the current system by implementing security measures at the networking layer.
Junior Machine Learning Engineer
Anchorblock Technology Limited, Dhaka, Bangladesh
Period: May 2022 – Feb 2022- Developed a debugger for a Mobile Financial Service(MFS) that performs continuous simulation of user actions with report delivery to the database. The error analytics helps monitoring and improving the performance of the overall system of the MFS.
- Developed a debugger for a Mobile Financial Service(MFS) that performs continuous simulation of user actions with report delivery to the database. The error analytics helps monitoring and improving the performance of the overall system of the MFS.
Data Science & Business Analytics Intern
The Sparks Foundation, Dhaka, Bangladesh
Period: Apr 2019 – May 2019- Solved different ML problems and performed Exploratory Data Analysis (EDA).
- Solved different ML problems and performed Exploratory Data Analysis (EDA).
Voluntary Experience
- Deputy Team Captain at Team Crack Platoon (Rajshahi, Bangladesh)
- Period: Apr 2022 – May 2022
- Electrical System Member at Team Crack Platoon (Rajshahi, Bangladesh)
- Period: Dec 2018 – Apr 2022
- Mentor at Bangladesh Robot Olympiad (Dhaka, Bangladesh)
- Period: Nov 2018 – Dec 2019
- Class Representative at Department of ECE, RUET (Dhaka, Bangladesh)
- Period: Nov 2018 – Dec 2019
