• Machine Learning Engineer June 2023 - Present 

Spectrum Software & Consulting Ltd, Dhaka, Bangladesh 

• Led a project focused on Information Retrieval from fixed-layout and tabular structure image documents. Implemented a ML pipeline for segment detection and key-value pairs extraction. 

• Utilized Morphological Image Processing techniques and OCR based approaches to extract text content accurately.  

• Applied Deep Learning models for table detection, including the utilization of the TableNet and DeepDeSRT model for tabular structure detection. 

• Experimented with a DONUT-based Question/Answering model for automating document information extraction, enhancing data retrieval efficiency. 

• Spearheaded research and development efforts in the domain of Generative AI and LLMs. Explored and implemented private Large Language Model architectures to enhance complex document understanding capabilities. 

• Junior Machine Learning Engineer July 2022 - October 2022 

Jobdesk Ltd, Dhaka, Bangladesh 

• Developed a Job Portal application regarding profile verification NID & selfie face detection using CNN architectures like OpenFace, FaceNet, and VGGFace models. 

• Developed and exposed APIs for integrating the ML models using Django REST API. 

• Intern (Industrial Attachment) February 2022 - March 2022 

BJIT Ltd, Dhaka, Bangladesh 

• Explored about SDLC(Software Development Life Cycle) and applied learning to a task regarding android app development.

• Worked with the Machine Learning team to understand the features for a smart home application. 

• Learned about different project management tools like Gerrit, Zira etc.