Tanbin Islam Rohan

Notre Dame College

Higher Secondary Certificate

March 2013 - April 2015

Relevant Coursework

• Math
• Physics
• Chemistry
• ICT

Khulna University of Engineering & Technology

B.Sc. Eng. in Electrical and Electronic Engineering

March 2016 - March 2020

Relevant Coursework

• Data Structure and Algorithms
• Digital Signal Processing
• Digital Image Processing

Jahangirnagar University

Masters in Applied Statistics and Data Science

September 2023 - Present

Relevant Coursework

• Data Science
• Machine Learning
• Data Analysis

SSL Wireless

February 2024 - Present

Data Scientist

• Developed and implemented advanced computer vision and deep learning algorithms for object detection, recognition, and tracking, achieving a 25% improvement in accuracy and a 30% reduc- tion in false positives. Designed scalable APIs for these solutions and optimized performance for deployment on edge devices and video management systems, resulting in a 40% increase in image classification accuracy and a 20% reduction in processing time.
• Researched innovative image and video analysis and pattern recognition methods. Recognized as a subject matter expert in computer vision and edge device optimization.

Easital technologies Ltd

November 2023 - February 2024

Artificial Intelligence Engineer

• Knowledge based E-Commerce ChatBot development using Langchain, OpenAI, Llamaindex, Vector Databases.
• Research and Development on generative NLP application

Aqualink Bangladesh Ltd

April 2021 - June 2023

Machine Learning Engineer

• Raw data analysis, Feature engineering, EDA, Preprocessing, algorithm building, and deployment for agricultural, geospatial, weather, and IoT data.
• Developed Machine Learning, Deep Learning, and Django-based web systems for automatic predictions and decisions.
• Analyzed several complex datasets with different ML/DL models from the scratch by improving and maintaining common tools, and infrastructure and writing clean codes.
• Designed, tested, and maintained data management and processing systems.
• Designed end-to-end data engineering projects with AWS EC2, Sagemaker, Azure, Apache Hadoop, Kafka, and AirFlow.
• Processed complex data and live graphical demonstration through Power BI and Google Data Studio.

Upwork

December 2019 - Present

Data Science and Machine Learning Specialist

• Developed Machine Learning, Deep Learning systems for automatic predictions and decisions with amazing data visualization.
• Analyzed several complex datasets with different ML/DL models from the scratch by improving and maintaining common tools, and infrastructure and writing clean codes.

L A Technologies

August 2020 - February 2021

Junior Software Engineer

• Analysis and implementation of deep learning models in non-identical systems using different APIs.
• Network-related system backend handling.

Intense Ltd.

March 2021 - May 2021

Programmer Analyst

• Analysis and execution of API documentation of the E-Commerce platform.
• Integrated SSL commerce with the existing system.

Efficient Approach to Detect Epileptic Seizure using Machine Learning Models for Modern Healthcare System

November 2020

DOI: 10.1109/TENSYMP50017.2020.9230731

Frequency Impact Analysis with Music-Evoked Stimulated Potentials on Human Brain

April 2020

DOI: 10.1007/978-981-15-3172-9_49

Efficient two stage approach to detect face liveness : Motion based and Deep learning based

April 2020

DOI: 10.1109/EICT48899.2019.9068813

Age based Mood Swing Analysis and Brain Mapping for Music Genre

January 2020

DOI: 10.1109/ICAEE48663.2019.8975671

A Precise Breast Cancer Detection Approach Using Ensemble of Random Forest with AdaBoost

March 2020

DOI: 10.1109/IC4ME247184.2019.9036697

Bangladeshi Traffic Sign Recognition and Classification using CNN with Different Kinds of Transfer Learning through a new (BTSRB) Dataset

June 2023

DOI: 10.1109/icdcece57866.2023.10151254

Bengali Emotion Classification Using Hybrid Deep Neural Network

November 2023

DOI:10.1109/AIKIIE60097.2023.10389834

Languages and Databases

Frameworks

Tools