My Work Experience

◦ Drove the product roadmap for an AI-powered Knowledge Management System, delivering semantic search, summarization, and TTS features for 16 remote client teams via Agile methodologies.

◦ Directed the integration of Transformer-based NLP models and vector databases, scaling the platform to 2,500+ monthly active users with continuous integration and deployment pipelines.

◦ Spearheaded a reinforcement-based re-prompting framework that reduced factual inconsistencies in model outputs by 25%, improving reliability across benchmark datasets and user satisfaction.

◦ Created and managed a self hosted multi-agent workflow automation via n8n and oversaw the full-stack deployment of two production applications from prototype to release.

◦ Secured over $250,000 in seed funding and infrastructure support from investors including Google & NVIDIA.

◦ Worked at the Research team at Formetry Labs to review and document the latest papers in the field to update in-house models and solution methodologies.

◦ Managed plans to build the frontend stack along with supplementary requirements in DevOps and codebase repository management.

◦ Pioneered research on GAN and State Space Model (SSM) architectures for novel image generation and analysis, music production and genome sequencing directly contributing to 3 publications in Q1 peer-reviewed journals.

◦ Engineered and deployed Large Language Transformers and Autoencoder-based neural networks for text classification, achieving state of the art accuracy on proprietary datasets.

◦ Executed end-to-end exploratory data analysis, literature review and visualisation across large-scale, multi-domain datasets to support the experimental validation of 9 distinct research papers.

◦ Developed and designed a responsive React-based web dashboard to visualize key metrics for a major client initiative targeting a 20% revenue growth.

◦ Conducted data analysis and extensive data wrangling using Python libraries to clean, optimize, and structure legacy client datasets.

◦ Attended 3 client presentations and strategy meetings and contributed to pitch sessions to refine proposals.