Projects

Speech and NLP

• Rasa based and LLM based voice bot solutions for microfinance organizations, 2023-2024
  Features: use-case analysis, prompting, RAG, user data management, reduce latency and hallucination, deployment, real-time monitoring

• Tokenizer Build for In-House LLM, 2023
  Features: Data collection, deduplication checking, tokenizer built like as gpt-3 and llama tokenizer and check performance.

• Bangla Spell Checker, 2023
  Features: Data collection, Model Training and Validation

• Develop a Text-to-Speech Engine fo Bangla Language, 2023
  Features: Evaluate state-of-art dataset and models to figure out a product grade TTS System

• Slang Detector, 2017
  Features: Dataset Collection and Labelling, Model training and validation, API (Java Based)

• News Recommendation System, 2016
  Features:News Downloader,SubCategory Extraction, Topic Modelling

Computer Vision

• EdgeAI based personalized assitant in mobile app, 2021-22
  Features: Model inference in on-device for both image, text and heterogenious data, lightweight ML models

• FaceAI SDK Development, 2020-2021
  Features: Low latency, high accuracy, near realtime inference

• Facial Action Unit Detection, 2019
  Features: Data Collection tools, Data Labeling, Model training and validation, Deployment for Facial Action Rendering

• Parking Area Detection and Illegal Parking Identification from real time CCTV videos, 2019
  Features: Data annotation, Object Detection and Re-Identification, Semantic Segmentation, Geometric Algorithm, Video Analysis

Others