Experience

Professional Experience

Tally Solutions Pvt. Ltd. • May 2023 - Aug 2024

Led the initial feasibility research and directed the migration of Jenkins from Windows to a Dockerized Linux environment on AWS, resulting in a projected 40% improvement in deployment efficiency and a 70% reduction in operational costs.
Ensured 100% up-time of dockerized Dev, Staging, and Production Jenkins servers on Amazon EC2 Instances, mitigating data loss risks by 100% using AWS ECS & EKS facilities.
Boosted workflow execution times by 99.35% using Python Multi-Pool Executor & AWS Compute Services and optimized MySQL in-code pings by 99% using Redis-like functionalities in Python.
Designed solutions with Prompt Engg. with Generative AI (OpenAI APIs)-LLMs, and ML clustering models to automate test script writing processes, and improve automatic failure classification tasks.
Published a Python open-source module - Context-Aware-Jenkins-Job-Transfers to enhance workflow efficiencies by over 80% with the help of several multi-disciplinary mentors.

AI Robosoft Pvt. Ltd. • Feb 2023 - Apr 2023

Collaborated on state-of-the-art projects in AI and ML at AI Robosoft, with a focus on healthcare applications.
Developed and implemented ML models for specific applications, utilizing Python and frameworks like TensorFlow and PyTorch.
Utilized various algorithms (e.g., VGG19, ResNet50) to train models and optimize performance.

University College Dublin (UCD) • Sept 2024 - Present

Modules include ML and AI, Regression and Statistical Analysis, Statistical Machine Learning, R, Python, Probability, and Statistics.

MVJ College of Engineering • Sept 2019 – Sept 2023

GPA: 9.89/10, Gold Medalist
Modules included Machine Learning and AI, Data Structures and Algorithms, Object Oriented Software Engineering, Theory of Computation, Deep Learning, and Differential Equations, Software Development Methodologies
Authored and published three research papers, including one in the prestigious IEEE journals.