Professional Experience

AI Platform for Freight Forwarders: Automated Quotation Workflows with LLMs

• Architected end-to-end multi-agentic quotation automation system from scratch as founding engineer, securing $2.4M in pre-seed funding and processing up to $50k in daily quote volume across multiple Freight Forwarders
• Engineered proprietary multi-agent framework enabling rapid creation of specialized sub-agents; deployed agents for RFQ analysis, multi-source supplier data integration, quote generation, and validation
• Pioneered natural language rules engine enabling non-technical users to define complex pricing logic and workflows
• Established engineering best practices including AI-assisted development workflows (Claude, Cursor), test automation, and code review processes to accelerate team velocity

Founders Factory backed AI-Powered Financial Coach Startup: Enterprise RAG Chatbot

• Developed inhouse RAG chatbot infrastructure to support over 1000 users, securing $200k in pre-seed funding
• Designed scalable infrastructure and algorithms, including the retrieval algorithm, API integrations and user interface
• Implemented custom agentic workflows to increase response accuracy, reduce hallucinations and improve user experience

Tech Startup acquired and integrated into Adobe Firefly: Personalised Lip Dubbing and Video Generation with GenAI

• Developed core video generation technology for personalised marketing videos highlighted by a Cannes award winning campaign with Celebrity Shahrukh Khan for Mondelez that garnered over 94 Million views
• Engineered state-of-the-art Text-to-Video and Lip Dubbing technologies by leading a research team of 6 engineers; these technologies were sold to Adobe for $50M, integrated into Adobe Firefly and are used by over 30 Million users
• Designed custom Neural Networks and algorithms to reduce operational costs by 75% and data requirements by 66%
• Integrated latest concepts from various fields including Image Inpainting, Classification, Meta-Learning, etc.
• Instituted team improvement initiatives: seminars, 1-on-1 chats, paper discussions etc. to increase productivity

• Oversaw company-wide cross-functional teams of up to 10 employees to deliver AI-generated videos worth up to $125k
• Automated data handling and video creation workflows across the company; reduced manual workload by 80% and eliminated engineering and research team involvement in customer deliverables
• Instituted streamlined troubleshooting processes to decrease all project's turnaround periods by 50%

• Provided tailored Deep Learning solutions as an AI consultant across 30+ technical departments within Samsung
• Architected company-wide neural network optimization framework; Cut down cost and processing time by up to 80% and data requirements by up to 50% using techniques such as Quantization, Pruning and Knowledge Distillation
• Redesigned CV acceleration pipeline for TVs; Reduced processing latency by 50% while improving quality by 20%
• Improved multimedia processing across multiple devices (Samsung Mobiles, Smart Watches, SoCs and other proprietary devices); diminished memory requirements by 50% and computation costs by 60%