sumit vyas
@sumitvyas
I build financial models, fund reporting workflows, and AI automation for investment clients.
What I'm looking for
At TresVista Analytics, I support private equity, asset management, and hedge fund clients through financial modeling, fund reporting, and investment-data workflows. I currently manage eight FTEs across two client engagements and serve as a primary client liaison.
I've built AI agents using Claude, Copilot, and Python to strengthen quality checks across financial models, PCAP schedules, K-1 notices, and Excel workflows. I also led a Copilot automation that reduced a high-volume workflow from eight hours to two while maintaining 100% accuracy.
Previously, I prepared and reviewed financial models, quarterly earnings updates, valuation analyses, and trading and transaction comparables. I also developed derived data and analytics for derivatives and commodity asset classes across global exchanges.
As an analyst supporting an AI/ML-driven hedge fund with over $80B in AUM, I analyzed earnings transcripts, analyst reports, SEC filings, KPI triggers, and research papers to connect sentiment and financial performance. I'm committed to growing within finance while delivering accurate, actionable analysis for investment teams.
Experience
Work history, roles, and key accomplishments
Associate
TresVista Analytics
Jan 2025 - Present (1 year 7 months)
Managed 8 FTEs across two client engagements and performed final layer review of financial models. Spearheaded design and deployment of a Copilot-based automation, cutting processing time by 75% while maintaining 100% accuracy.
Senior Analyst
TresVista Analytics
Jan 2024 - Dec 2024 (11 months)
Prepared and reviewed financial models, performing quarterly earnings updates and trend analysis. Developed trading and transaction comparable analysis to support company valuation.
Analyst
TresVista Analytics
Oct 2021 - Dec 2023 (2 years 2 months)
Deployed as a core analyst to a leading AI/ML-driven hedge fund to support their investment and data management team. Correlated sentiment shifts with historical financial performance and analyzed analyst reports to determine sentiment scores.
Financial Planning Intern
Globe Xpand Solution
Apr 2020 - Jun 2020 (2 months)
Learned about various aspects of Personal Financial Planning and types and working of insurance. Led a team of 5 and contributed to an online campaign in content writing and data entry.
Education
Degrees, certifications, and relevant coursework
MIT- School of Management, WPU, Pune
Master of Business Administration, Finance
2019 - 2021
Pursued a Master of Business Administration in Finance, focusing on financial planning and management.
Jai Narain Vyas University
Bachelor of Commerce, Commerce
2015 - 2018
Completed a Bachelor of Commerce degree, gaining foundational knowledge in commerce and finance.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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