Headline

Senior Software Engineer | Conversational AI & FinTech | Data Analytics & ML Integration

About

𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦𝐢𝐧𝐠 𝐜𝐮𝐬𝐭𝐨𝐦𝐞𝐫 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞𝐬 𝐚𝐧𝐝 𝐟𝐢𝐧𝐚𝐧𝐜𝐢𝐚𝐥 𝐨𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬 𝐭𝐡𝐫𝐨𝐮𝐠𝐡 𝐢𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐯𝐞 𝐬𝐨𝐟𝐭𝐰𝐚𝐫𝐞 𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐭𝐡𝐚𝐭 𝐝𝐞𝐥𝐢𝐯𝐞𝐫 𝐦𝐞𝐚𝐬𝐮𝐫𝐚𝐛𝐥𝐞 𝐢𝐦𝐩𝐚𝐜𝐭. I solve problems that matter while driving quantifiable business results. At Amazon, I'm revolutionizing customer service through Conversational AI, building platforms that understand context, reduce friction, and deliver human-like interactions at scale. My latest ML platform migration generated $140K annual savings while enabling new AI capabilities. Before Amazon, I spent 9 years at Bank of America reimagining how financial institutions handle risk. I architected cloud-based systems that transformed daily risk processing for 200K+ trades that support critical trading decisions. 𝐂𝐨𝐫𝐞 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: • 𝐀𝐈 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞: End-to-end LLM integration and streaming API development. • 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 𝗥𝗶𝘀𝗸 𝗦𝘆𝘀𝘁𝗲𝗺𝘀: Real-time and batch analytics for trading, compliance, and market risk. • 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻: Database and system improvements delivering hours-to-minutes performance gains. • 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 𝘄𝗶𝘁𝗵 𝗣𝘂𝗿𝗽𝗼𝘀𝗲: Building AI that genuinely improves user experiences while driving cost savings. • 𝗧𝗲𝗰𝗵𝗻𝗶𝗰𝗮𝗹 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽: Cross-functional migration projects with quantifiable business outcomes. 𝗧𝗲𝗰𝗵𝗻𝗼𝗹𝗼𝗴𝗶𝗲𝘀: Python, Java, Kotlin, AWS, Machine Learning, NoSQL, Kafka, Spark, Typescript I thrive on solving complex technical challenges that drive real business value. From reducing customer wait times to optimizing financial risk calculations, I focus on building solutions that scale and deliver measurable results. 𝗟𝗲𝘁'𝘀 𝗰𝗼𝗻𝗻𝗲𝗰𝘁 if you're tackling challenges in AI transformation, FinTech innovation, or scaling technical solutions.

Location

Bengaluru

AI stack

antigravity

opencode

Work experience

Application Architect - Market Risk Platform at Bank of America Merrill Lynch, Oct 2025 - Apr 2026 · 7 mos, Hybrid, * Architected scalable data control framework for Master asset classes, establishing robust data lineage and governance standards that improved Market Risk reporting accuracy and regulatory compliance across the organization * Designed and implemented Hybrid Correlation Market data architecture, creating high-performance time series mapping solutions that optimized Hybrid VaR computation pipelines, reducing processing latency by enabling efficient cross-asset correlation analysis * Provided technical leadership and mentorship to engineering teams, establishing best practices for distributed systems design, fostering knowledge sharing, and driving collaborative problem-solving initiatives that elevated team technical capabilities * Led architectural design of basket volatility computation engine for Equity derivatives, implementing sophisticated risk attribution models that enhanced granular P&L explanation and hedging strategies for complex Basket Equity products

Software Development Engineer (Full Stack) at Amazon, Aug 2022 - Aug 2025 · 3 yrs 1 mo, On-site, Converse is a software engineering team in the Customer Engagement Technologies org. Building bot platform to develop conversational Machine Learning powered workflows for complex domains like Customer Service.

Vice President - Feature Lead at Bank of America Merrill Lynch, Jan 2018 - Aug 2022 · 4 yrs 8 mos, NYC, * Credit Risk Technology - Interest Rate Derivatives, Credit Derivatives, Bonds. * Architected the Risk Engine cloud based batch system which performs efficient risk analytics of over 200K trades and feeds ~50-60M rows of risk metrics everyday to SQL server reporting to traders, market risk and finance. * Designed and Implemented the data ingestion pipeline of risk metrics to multiple database systems for reporting. * Lead for the technical planning,design and roadmap for the migration effort from Legacy risk system to python based No-sql based risk system. * Optimized feed to database to meet SLA requirements for downstreams from a few hours to a few minutes. * Designed and Implemented DevOps tools for monitoring, automation and reconciliation resulting in the Dev team being more agile and fewer post release production issues. * Lead for all LOB's ETF and ETF Option product enablements for pricing and risk feeds. Technical skills : Python , Parallel computing in Python, Grid computing and Object Databases.

Assistant Vice President at Bank of America Merrill Lynch, Jan 2016 - Dec 2017 · 2 yrs, NYC

Officer Programmer Mkts at Bank of America Merrill Lynch, Oct 2013 - Dec 2015 · 2 yrs 3 mos, NYC

Technical Engineer at Oracle, Sep 2011 - Sep 2013 · 2 yrs 1 mo, Mineola, NY, -Responsible for enhancing, designing, developing and maintaining Java-based products on Content Management. -Developed the new Cache management for Content Server based on ehCache which is a Java-based cache. -Multithreaded programming using Java 7 multithreading for handling publication processes. -Developed a tool that can be used to maintain large workflow history related to websites. -Developed Hadoop jobs for processing website statistics. -Created a number Knowledge Base technical documents on the product for use both internally among team and externally by customers.

Technical Engineer at FatWire Software, Aug 2010 - Sep 2011 · 1 yr 2 mos

Education

Masters, Computer Science, New York University

BE, Computer Science, B. M. S. College of Engineering