FirstParty helps companies extract value from their dataMember of executive management, core responsibilities:● Customer Data Products - end-to-end responsibility for product development from data engineering through modeling to deployment using AI, ML, and cloud technologies● Internal Data Capabilities - ownership of design and development of internal automation capabilities and build out of FirstParty platform of data transformation tools● Customer Strategy and Execution - heavily engaged with customers ranging from F1000 to PE-backed Growth stage in data strategy, data products and GTM motions● Team - manage a technical team of data science and data analysts which includes team vision, organizational design, performance management

● Provide investors with actionable, personalized investment intelligence produced by ML models and AI agents● Built GenAI product which produces personalized investment insights on 3000 companies, 90% reduction in time to market● Use LLMs to extract quantamental signals from filings, transcripts and news, outperforms document sentiment signals● Design and develop cloud-native data & AI stack covering data onboarding, quality monitoring, AI/ML modeling, web/chat UI

● Enable financial markets clients to succeed in the age of AI by providing them with premium data products and AI solutions● Manage teams responsible for building, testing and selling data products● Planned and executed data science and engineering projects using python, SQL, GCP, AWS, Snowflake, Databricks● Built sample trading strategies covering event-driven, quant factor, ESG/sustainability, thematic investing, systematic credit● Define and execute innovation strategy for prototyping and building next-gen AI/ML products. Significantly increased iteration speed and success rate by introducing rapid prototyping and customer discovery in cross-functional teams● Used NLP/LLMs and Generative AI for investment insights and risk management products and data feeds● Collaborated with sales & marketing on content marketing initiatives● Initiated and oversee ML-based data quality platform that monitors the health and accuracy at scale across all data products● Worked with engineering to productionize data and ML products. Interacted with CFO and BI teams to find growth opportunities

● Led data efforts covering multiple business units managing $100bn+ AUM across equities, credit and macro● Drove strategic vision to enhance investment research and decision making with data and data science● Managed suite of data products that generate actionable insights and signals across the entire investment workflow● Worked closely with investment teams to generate investment ideas, underwrite investments, enhance operating efficiencies● Led a team of data scientists and engineers● Co-led thematic investing effort, built ML-powered thematic investing platform● Sourced, onboarded and analyzed traditional and alternative data for teams across industries, regions and asset classes● Collaborated across company on data, analytics and innovation projects with CDO, IT and AI COE teams

Hedge fund unit of UBS• Founded and led data science initiative with the goal to make better investment decisions in less time • Sourced and analyzed datasets from external vendors that give investment teams unique company and industry insights • Developed ML-based decision analytics and trading systems • Responsible for technical contribution as well as project management, including roadmap, budgeting, hiring • Co-led cross-divisional project to bring an investment product to market

• Traded equities and credit in event-driven hedge fund long/short book• Data-driven investment analysis, investment strategy, trade execution and portfolio management• Contributed to business development• Managed and mentored junior analysts and interns

• Traded macro trends in equities • Analzed investment opportunities across tech, finance and industrial sectors globally • Built quantitative investment screens and dashboards for CIO and PMs

• Strategic M&A and capital markets transactions• Founded and lead technology analyst committee• Received top-band ranking

• Strategic M&A and capital markets transactions• Member of analyst management committee