Projects

Academic Projects

Final Year Project | University of Dhaka | January 2022 – December 2022

Developed a comprehensive system for classifying and segmenting indoor scenes using LiDAR data.
Utilized Point Cloud Library (PCL) and OpenCV for point cloud processing and analysis.
Implemented machine learning models for accurate object detection and segmentation in indoor environments.
Key Technologies: Python, ROS, PCL, OpenCV

University of Dhaka | July 2021 – December 2021

Designed and developed an autonomous robot capable of real-time navigation using computer vision and deep learning algorithms.
Integrated OpenCV and TensorFlow for image processing and object recognition.
Built an obstacle avoidance system using ultrasonic sensors and LiDAR.
Key Technologies: Python, TensorFlow, OpenCV, ROS

Software Engineer | Cefalo | August 2025 – Present

Designed and implemented a robust data architecture for a multi-tenant DataOps service, utilizing InfluxDB for high-volume time-series data and PostgreSQL for complex metadata management.
Built an end-to-end MLOps pipeline using Azure ML Studio and MLflow to streamline model training, versioning, and deployment for anomaly detection.
Engineered real-time algorithms to detect “frozen sensors” and data anomalies, significantly improving data quality and system reliability.
Key Technologies: Python, InfluxDB, PostgreSQL, Azure ML, MLflow, Docker

Software Engineer | Cefalo | July 2024 – Present

Engineered an automated data ingestion system capable of extracting unstructured data from diverse formats (PDF, CSV, Excel), reducing manual data entry efforts by 90%.
Developed interactive visualization dashboards to provide real-time insights into cable health indicators, empowering clients with data-driven decision-making capabilities.
Key Technologies: Python, Data Visualization, Automation, Pandas

Associate Software Engineer | Cefalo | December 2023 – June 2024

Architected and optimized scalable ETL/ELT pipelines using Apache Airflow and Kafka, managing high-velocity data streams for a leading Norwegian analytics provider.
Enhanced data lake reliability and reduced latency by optimizing data ingestion and transformation workflows.
Implemented CI/CD pipelines to automate the testing and deployment of data DAGs, ensuring high availability and production stability.
Key Technologies: Python, Apache Airflow, Apache Kafka, Docker, CI/CD

Associate Software Engineer | Cefalo | January 2023 – December 2023

Developed and deployed “IT Assistant” and “Admin Assistant” Slack bots, automating routine tasks and significantly speeding up communication between developers and support teams.
Streamlined internal workflows, reducing response times and improving overall operational efficiency.
Key Technologies: Python, Slack API, Chatbots, Automation

Self-initiated Project

Designed and developed a personal portfolio website to showcase my professional achievements, projects, and blog posts.
Built the front-end using HTML5, CSS3, and JavaScript with a focus on responsive design.
Integrated a contact form and dynamic project gallery using React.js.
Deployed the site on GitHub Pages with continuous deployment using GitHub Actions.
Key Technologies: HTML5, CSS3, JavaScript, React.js, GitHub Pages

Personal Project

Developed a mobile app to track daily expenses, providing users with insights into their spending habits.
Implemented user authentication and secure data storage using Firebase.
Integrated real-time data visualization to display expense trends.
Key Technologies: Flutter, Firebase, Dart