Experience

• Engaged in forecasting Preparation Time for different products like Food & Grocery, predicting Estimated Time of Arrival (ETA) for a food delivery and ride-sharing platform.

• Developing product recommendation systems for both a food delivery service and an online marketplace.

• Also developing a Face Verification service tailored for specific use cases.

• Involved in developing multiple AI products using fine-tuned LLMs, Agentic AI, and GenAI for E-commerce, Retail, and Hospitality Platforms.

• Developed a ChatBot and a multicategory Semantic Search, which is also integrated into the ChatBot. Services are hosted on Virtual Machines. Live at: www.strikeo.com

• Worked in advanced data science fields, including Time Series Forecasting, Computer Vision, Object Detection, OCR, Face Verification, NLP, and Speech Recognition etc.

• Lead a team of 5/6 members dedicated to end-to-end AI Service Development, Deployment & Management.

• Developed microservices in Python and Golang to process numerous data from various databases like Postgres, and MySQL. Worked to improve existing microservices that the infrastructure uses.

• Worked on creating multiple services interacting with each other using RESTful endpoints with JSON as a data exchange format. Created APIs using Protocol Buffers and gRPC.

Started my career journey as an academic. Till the trimester of Spring 2022, as an adjunct lecturer, I have conducted the following courses:

• Database Management System - CSE 2305

• Communication Engineering - CSE 4517

• Microprocessor

• System Analysis & Design

Along with the courses and their curriculum, I am also involved in some research works with other faculty members in the CSE department.

Started my professional career at Opus Technology Limited, Bangladesh as an AI Engineer. In the AI department, I am working in a team dedicated to working with "Reinforcement Learning" based agent modeling for several applications using state-of-the-art algorithms. My works include but are not limited to:

• Reinforcement Learning based Agent Development

• RL Algorithms Training and Testing

  1. Deep Deterministic Policy Gradient Algorithm (DDPG)

  2. Asynchronous Advantage Actor-Critic Algorithm (A3C)

• Corresponding Website Scraping for necessary data

• Data Parsing, Data Analysis to create a usable dataset for training, testing purpose

• Analyze the same data for prediction purpose

• Build and work on Ubuntu-based Computer Cluster

After my graduation, I have continued my exploration in the research sector. I am currently carrying out a few research works and projects with a team of experienced researchers in the AI field, affiliated with Independent University Bangladesh (IUB), where we also instruct a group of CSE students of IUB who are interested in research. My current research works here include:

• Smart Attendance and Class monitoring System using Computer Vision

• AI Gym using Pose Estimation

• Warehouse Material Handling System using ML & DL Classifiers