// Experience

Experience

8+ years building data-driven and AI-powered solutions across finance, healthcare, and enterprise domains.

Lead Analyst Oct 2022 – Present
Crisil Limited, India
Client
Allianz Global Investors, UK
June 2024 – Present
  • Built automated Performance & Attribution reporting solutions for Fixed Income products tailored to portfolio managers
  • Developed Python-based business process automation with scheduling frameworks — saving 1,000+ manual hours annually and improving reporting efficiency by 70%
  • Designed and deployed scalable ETL pipelines to ingest, validate, and transform data from multiple enterprise and market data sources into the MSCI BarraOne platform
  • Automated data migration from Dremio to Databricks ensuring schema consistency and minimal operational downtime
  • Led extraction and crawling of 30+ years of historical performance data from legacy IDS platform using advanced web automation and UI crawling techniques
  • Integrated transformed datasets into Power BI — building interactive dashboards for portfolio performance tracking, attribution analysis, and executive decision-making
  • Implemented comprehensive logging, monitoring, exception handling, and reusable automation frameworks improving operational resilience and audit readiness
Client
Citi Bank, USA
Oct 2022 – May 2024
  • Designed and developed software solutions to automate enterprise risk assessment across capital market and derivative products
  • Built risk assessment applications to collect, process, and analyse financial and operational data, calculate risk scores, and generate analytical reports
  • Integrated OpenAI/ChatGPT APIs to enable NLP-powered intelligent communication and automated insights generation
  • Developed scalable ETL workflows supporting risk analytics, data transformation, and business intelligence initiatives
Senior Software Engineer Apr 2022 – Oct 2022
ACL Digital, India
  • Developed a log monitoring system for virtual machines, containers, and servers using the ELK Stack
  • Built an inventory management solution using OpenCV and YOLO for computer vision-based tracking
  • Created a Data Warehouse POC using Snowflake to evaluate product capabilities for a client
  • Managed team for building client web applications and identifying AI use cases
AI Lead Engineer Apr 2021 – Apr 2022
Healthmeter Services Pvt. Ltd., India
  • Developed OCR-based intelligent document processing to digitise healthcare reports — automating data extraction from PDFs, scanned documents, and images
  • Created AI-powered chatbot solutions for FAQs, sales inquiries, health check-up bookings, and teleconsultation routing
  • Developed an IVR automation system using Python and Twilio to handle client queries efficiently
  • Built automation solutions for MIS generation and management reporting using KNIME and Python
  • Conducted due diligence and identified AI/automation use cases aligned with digital transformation goals
Project Manager, Intelligent Automation Solutions Apr 2020 – Apr 2021
JP Morgan Chase & Co, India
  • Automated regulatory report generation and delivery to ASIAPAC leadership teams (China, Japan, India) — handling multiple time zones and languages
  • Developed many reusable automation modules used across the organisation to automate business processes
  • Built reusable Alteryx components using Python to extend tool capabilities
  • Organised training and knowledge transfer workshops on AI tools (Alteryx, Tableau) to promote automation literacy
  • Recognised with "Create Competitive Advantage" and "Peer Awards" from JPMorgan
Associate Consultant Jan 2017 – Apr 2020
Capgemini, India
  • Consulted as a technical analyst designing and developing intelligent automation solutions
  • Built predictive analysis for ticket assignment integrated with ServiceNow and PagerDuty
  • Worked on Natural Language Understanding to develop an Elasticsearch module for the company's AI chatbot
  • Led end-to-end design and development of an HR chatbot from requirements to deployment and support
  • Created an Oracle APEX portal to store automation use cases, scripts, and case studies
  • Identified AI use cases and created POCs across Azure, AWS, and Watson cloud platforms
  • Built scalable data extraction and crawling frameworks to support analytics, AI models, and business intelligence