Hi, I'm Mukit

Building the future of advertising creative generation.

• Member of the Creative X AI Gen team, developing generative AI solutions for advertisers.
• Architecting systems to generate high-quality images and videos using Large Language Models (LLMs) and diffusion models.
• Enabling advertisers to create compelling ad creatives at scale through AI-driven workflows.

Leading development of Generative AI solutions for enterprise customers.

• Built and open-sourced 'Generative AI Application Builder on AWS', adopted by 5+ Fortune 500 companies.
• Presented at AWS re:Invent 2023, 2024, and 2025, showcasing GenAI solutions to hundreds of attendees.
• Led UI/UX design using ReactJS and Amplify, improving chatbot creation efficiency by 70%.
• Contributed streaming response features for Amazon Bedrock to the LangChain open-source framework.
• Developed 'Enhanced Document Understanding on AWS' for serverless document processing.

Optimizing automotive manufacturing and warranty processes with AI.

• Reduced annual QA costs by $500K by developing a semantic search app using BERT and TensorFlow.
• Created Python packages for common NLP tasks, establishing new standards for ML teams.
• Led development of coding standards and software design best practices for analytics teams.

Building real-time data pipelines for vehicle safety analytics.

• Delivered real-time vehicle safety analytics pipeline using Spark Streaming, increasing validation coverage by 20%.
• Developed Python libraries for analyzing vehicle data using Big Data frameworks (Spark, Hive, Elastic).
• Built real-time dashboards for monitoring sensor data during test drives.

Applying AI to flight simulation and control systems.

• Created deep reinforcement learning platform to optimize helicopter maneuver control systems.
• Architected neural network-based software packages for flight maneuver innovations.
• Developed large-scale testing framework in Python/Cython, increasing test coverage by 50%.