I am a proficient Full Stack Developer with a growing focus on Generative AI, ML Engineering and intelligent automation. Throughout my tenure, I've made significant contributions to the enhancement of various software systems, frameworks and open source software, with core challenges primarily centered around scalability, security and production reliability. As I have been operating within Research and Development teams, my responsibilities include spearheading the development of advanced backend microservices, scalable pipelines using Kubernetes and end-to-end platform ownership. I've contributed across Python, Go, React, Kubernetes and Azure services, taking ownership of ambiguous or broken processes and converting them into structured, repeatable solutions. Additionally, I've tackled challenges in the cybersecurity space — partnering with Infosec teams on secure log pipelines, implementing RBAC and access controls, and leading the exploration of AI-driven approaches for network security and threat detection. More recently, I've expanded into the AI/ML space — fine-tuning Large Language Models, deploying them to production inference systems and taking end-to-end ownership of the ML lifecycle from dataset engineering and distributed GPU training to model serving and inference optimization. Beyond model training, I've been actively designing and implementing AI agents, onboarding MCP servers and building automation workflows that reduce manual operational effort at scale. I've built and standardized base templates for MCP servers, accelerating team onboarding and reducing ad-hoc implementation overhead. On the observability and reliability front, I've played a key role in metrics backend transitions, Prometheus/Grafana dashboards and improving operational visibility through better telemetry and alerting. I'm known for clear technical communication, driving cross-team alignment and contributing well beyond ownership boundaries. Outside of work, I pursue my passion for coding by occasionally developing full stack applications and serving as the maintainer of my personal GitHub projects, continuously exploring the intersection of software engineering, cybersecurity and applied AI.