For over 35 years, Technohaven Company Limited has been a leading provider of software and IT services in South Asia, known for ethical values and a vision to address socio-economic challenges through technology innovations tested in Bangladesh. Pioneering public-private partnerships and certified at CMMi Level 3, Technohaven specializes in knowledge management, IT project consulting, workflow automation, and tax compliance solutions.1) Constructing a voice narrative sign-up system with Language Model (LLM), Automatic Speech Recognition (ASR), Text-to-Speech (TTS), and object detection.2) Developing a customer care service for a digital banking organization, utilizing an open-source Large Language Model (LLM).3) Implementing Anti-Spoofing/Liveness Detection for the Face Recognition System.

Anchor Block is a global Blockchain and AI research and development company, comprising a team of 41 professionals across the USA and Bangladesh. They envision seamless integration to empower individuals and industries, delivering innovative solutions for enhanced efficiency, trust, and access, while actively collaborating with visionary leaders and impactful initiatives.1) Developed an AI bot for community management, leveraging LLM for classifying tasks to filter spam messages in the message stream.2) Implemented an AI-driven chatbot for organizational use, utilizing LangChain and llama 2 to elevate user conversations.3) Deleloped an AI-powered e-commerce site with virtual try-on, in-paint, and design generation features based on user text prompts.4) Devised profitable stock market strategies using factor analysis and machine learning models to inform trading decisions.

Amar iSchool addresses the gap in traditional education for Bangladeshi job seekers by offering job market-focused, skill-based courses, aiming to reduce the 34% unemployment rate among fresh graduates in their initial years. The platform focuses on providing technical training and services, aligning its curriculum with the evolving needs of employers to enhance career prospects.1) Created a curriculum tailored to address the gap in traditional education, focusing on job market needs for Bangladeshi job seekers.2) Produced video-based courses covering relevant topics to enhance learning experiences.3) Conducted student evaluations to ensure skill development and enhance career prospects.Course link: https://amarischool.com/courses/Applied-Data-Science--Machine-Learning-64578c24e4b0c97590d3ac1e

Pioneer Alpha is an R&D-driven IT service company specializing in Artificial Intelligence, Website, and App Development, along with expertise in Data Analytics & Research, and Cloud & IoT Solutions.1) Contributed to a lip reading project, utilizing computer vision and machine learning to accurately interpret spoken language from lip movements.2) Conducted research and implementation of a transformer-based image captioning model.

AILABS is strategically spreading AI talent globally, emphasizing AI education for practical decision-making, foreseeing AI dominance in IT. The initiative aims to meet the demand for data and application engineers by fostering partnerships with leading education and software vendors.1) Developed a sophisticated machine learning pipeline.2) The goal is to precisely predict parameters for mechanically creating high-frequency gas.

Omdena is a global collaborative platform founded in May 2019 that unites over 20,000 AI experts from 120 countries to work on impactful projects, addressing real-world challenges across various domains, from detecting wildfires to improving healthcare. The platform emphasizes harnessing the collective strength of the worldwide AI community to develop and deploy solutions for meaningful global issues.1) Scraped data from newspapers on road accident records in Bangladesh.2) Applied time series algorithm to forecast road accident.3) Trained an object detection model, such as YOLOv5, to detect vehicles on the road.