Automating infrastructure, optimizing CI/CD, increasing reliability, and implementing AI tools to streamline efficiency

• Grammar Aware Language Models: Proposed and designed a grammar aware scoring framework that augments LLM log-likelihoods with part of speech bigram priors, formulated as a product of experts to improve syntactic discrimination and reduce ungrammatical generations.

• Supported development of an AI Regulation benchmark evaluating AI system compliance with the EU AI Act, contributing high quality annotations and technical feedback for a research paper targeting top ML venues.

• Initialized and managed AWS Cloud Infrastructure & Security (RDS, VPC, S3, EC2, Lambda) for multiple clients

• Implemented CI/CD pipelines for web and mobile apps utilizing Unity and LAMP stack.

• Developed backend solutions and AI models across PHP-based server environments.

• Spearheaded the development and architecture of a proprietary AI and LLM solution for automating airline operations.

• Initiated the development of K-7 Mech Runner, a mobile retro run and gun mech runner in Unity.

• Collaborated with the project team during design and planning phases, contributing creative and technical ideas.

• Applied AI and Machine Learning techniques, enhancing game engagement through Deep Reinforcement Learning.