Senior Manager and End-to-End IT Application Lead with over 6 years of dedicated experience in the banking and risk technology domain at Axis Bank. Possesses complete ownership of the full application lifecycle, spanning from initial planning, development, deployment, and ongoing 24/7 production support.
I have evolved my portfolio to include the development of production-ready Machine Learning and Deep Learning models. By leveraging modern architectures like RAG (Retrieval-Augmented Generation), I build intelligent applications that automate ETL processes and provide high-impact predictive analytics for Early Warning Systems.
Expert in designing, building, and supporting high-impact applications, including Early Warning Systems (EWS) and OFSAA ERM, while ensuring strict RBI regulatory compliance and driving efficiency through automation (ETL).
Spearheaded the full-stack development and entire application lifecycle of the EWS web portal, integrating predictive Machine Learning models to identify emerging credit risks. Managed the EWS engine installation and optimized complex data pipelines for real-time inference. Designed and deployed server-side automation using Java and Python, leveraging Deep Learning frameworks to process non-linear risk patterns and automate high-accuracy risk flagging.
Developed a high-performance custom utility application (Spring Boot) to efficiently upload and manipulate millions of data records directly into the OFSAAI RDBMS. Integrated features for dynamic report generation and conditional data manipulation, drastically improving the speed and integrity of data ingestion for risk calculations.
Led the full stack development of an internal ETL tool specifically for the EWS platform, ensuring data transformation accuracy and operational continuity. Authored robust ETL scripts for automation, significantly reducing manual intervention and improving job reliability.
Having earned my Master of Computer Applications (MCA) with distinction, I bring a strong foundation in software engineering, automation, and compliance. My academic journey equipped me with advanced skills in programming, database management, and enterprise application development. Alongside this, my professional experience has strengthened my ability to design and implement robust IT solutions. I am passionate about leveraging technology to streamline processes, ensure regulatory compliance, and drive efficiency in enterprise environments.
Having completed my Bachelor of Computer Applications (BCA) with distinction, I built a strong academic foundation in programming, database management, and software development. This undergraduate journey gave me essential skills in designing applications, managing data, and understanding core computing concepts. It also nurtured my problem‑solving abilities and prepared me for advanced studies in MCA. With a blend of theoretical knowledge and practical exposure, my BCA laid the groundwork for my growth into enterprise IT and automation.
Specialized in architecting end-to-end ML solutions that transform raw, unstructured data into actionable business intelligence. Approach follows a rigorous lifecycle, from initial problem framing and EDA to advanced feature engineering and iterative model tuning.
Led the deployment process and provided continuous 24/7 production support and maintenance, guaranteeing high availability and performance for critical banking applications.
Directed IT participation in internal and external application audits, ensuring systems meet stringent banking standards and comply with regulatory changes.
Hire me — passionate problem solver with a track record of success. Let’s build something impactful together.