Mar 2022 – Apr 2023 · 1 yr 1 mo

• Guided a team of four and driving the build of an Intelligent Automation System, automating 52 use-cases in 1st phase using Python, Java, & React.
• Using NLTK and OpenCV in Python, devised an OCR + NLP tool to efficiently process PDF invoices / instructions, reducing total processing time from 6 hours to just 10 minutes.
• Successfully migrated 17 legacy systems from Excel VBA to a combination of Java-based desktop apps & Python (Django) and React-based web apps. Implemented a central reference data system, utilizing Oracle, to streamline data access across systems.
• Played a key role in the development of an online account opening tool for FPIs, utilizing a Java and React technology stack. Resulted in an average time reduction of 74.1%.
• Assisted in the formulation of HSBC's crypto strategy. Collaborated with external vendors to establish a practical operational model • Created a prototype for a new CRM tool using Django and React for the backend and an ElectronJS-based desktop client.
• Developed a mathematical model using support vector machines and regression to predict the FTE needed for servicing new clients, successfully implemented across 11+ countries in Asia and the EU

Mar 2020 – Feb 2022 · 1 yr 11 mos

• Designed blockchain based product strategies, lead external discussions for SG reg., published internal articles
• Drove Online a/c opening tool for new FPIs, average TAT reduction by 74.1%, improved client satisfaction
• Organised 50+ int. stakeholders through working grps. across regions, prioritised problems, set design & time goal

Sep 2019 – Mar 2020 · 6 mos

• Worked on AI based Transaction Capturing Tool for capturing trade data, managed initial Europe-wide launch
• Prepared dashboards using BI tools like Qlik Sense and Tableau, generated insights both for clients and ops team
• Interacted with business & client to design & prioritise prod. requirements, created timelines & user storyboards
• Managed development: design of sprints, translation of user requirements to codes & rigorous testing of prod.

Jun 2018 – Sep 2019 · 1 yr 3 mos

• Promoted positive client experience by managing risk and client queries around 7000+ daily derivative trades
• RFP: Contributed to new client proposal dev., designed targeted responses & supported team to win the mandate
• Mitigated internal operational inefficiencies by automating manual processes and suggesting process changes

Apr 2017 – Jun 2017 · 2 mos · Mumbai, Maharashtra, India

• Highly appreciated for the development of algorithmic trading strategies at reliance treasury.

May 2015 – Jul 2015 · 2 mos · Bengaluru Area, India

• Summer Intern at Goldman Sachs as a developer.

May 2014 – Jul 2014 · 2 mos · Bangalore Area, India

• Developed a Machine Learning Algorithm to Predict price regimes in a high frequency trading scenario.

Dec 2013 – Jan 2014 · 1 mo

• Developed the frontend of the Payment Gateway of Zostel