Projects
Academic Projects
LiDAR PointCloud Classification and Segmentation
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
Autonomous Robot Navigation Using Computer Vision
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
Professional Projects
Multi-tenant DataOps Service (Sensa)
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
Energy Automation & Cable Health Platform (Wirescan)
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
Aquaculture Analytics Ecosystem (Kontali)
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
Internal Automation Tools (Cefalo)
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
Personal Projects
Personal Portfolio Website
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
Expense Tracker App
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
