Rishab Ghose
New York,NY
Summary
Results-oriented Data Scientist with a strong background in AI-powered automation, predictive modeling, and data-driven decision-making in the financial services industry. Demonstrated success in delivering actionable insights and driving strategic growth in dynamic environments. Passionate about leveraging Data Science & AI techniques to solve complex problems and unlock business value in the finance and fintech industry.
Overview
5
5
years of professional experience
Work History
Associate Data Scientist
First Eagle Investments
01.2024 - Current
- Developed a generative AI-Powered prospecting assistant using Python, Snowflake, OpenAI API, and Streamlit, enabling wholesalers to input a firm name and location to retrieve office details via web scraping and integrate firm/client specific opportunity, sales, and meeting data from Salesforce. Reduced research time and enhanced data-driven engagement strategies
- Automated AI-Generated weekly sales & activity reports for wholesalers and sales managers, summarizing key engagements, meetings, and upcoming opportunities. Integrated NLP-driven sentiment analysis and AI-generated follow-ups, reducing manual reporting effort and enhancing strategic insights
- Built predictive lead scoring algorithm leveraging historical sales and engagement data to rank and score prospects based on their likelihood to invest, increasing targeted client touchpoints and contributing $250M+ to the opportunity pipeline
- Mentored junior team members in advanced analytical techniques, fostering growth within the department''s skillset.
- Actively participated in industry conferences and workshops, staying up-to-date with the latest trends in data science techniques and technologies.
Business Intelligence Analyst
First Eagle Investments
11.2022 - 12.2024
- Led end-to-end data migration from SQL Server to Snowflake, coordinating with engineering and IT to streamline data architecture, achieving higher query efficiency and robust data warehouse
- Developed and deployed self-service Tableau dashboards to visualize strategic KPIs in Sales, Marketing, and Operations, enhancing data visibility and decision-making speed
- Automated 15+ data pipelines and monthly reports on key business metrics (such as sales performance, marketing campaigns, opportunity pipelines, and market penetration), reducing manual reporting time by 40% through tools like Python, Alteryx, SQL, and Tableau
- Designed and implemented a wholesaler efficiency dashboard in Tableau for Sales Leadership, providing real-time insights into individual and team performance, optimizing resource allocation and increasing sales efficiency by 20%
- Conducted in-depth opportunity analysis for the launch of the firm’s High Yield Municipal Bond Fund, developing key performance metrics and a comprehensive tracking dashboard that drove over $600M into the opportunity pipeline and increased new clients by over 10%
- Mentored junior analysts on Alteryx, Tableau, Snowflake, and Salesforce, resulting in 20+ BI Assets that improved reporting efficiency and data access for the team
Business Intelligence Consultant
Cordis
01.2022 - 10.2022
- Built, deployed, and automated 10+ Tableau dashboards, delivering actionable insights to Sales Teams and Leadership, resulting in a 30% improvement in reporting speed
- Built, deployed, and maintained ETL data pipelines in Alteryx and SQL, automating data extraction from CRM and ERP systems, reducing manual work by 2 FTEs
- Developed backorders forecasting model using Time Series analysis in Python (pandas, skforecast), SQL, and Alteryx, achieving 80% forecast accuracy, enabling proactive inventory adjustments
Operations Analyst
BNY Mellon
08.2020 - 12.2021
- Developed metrics, reconciliation, and productivity tools using SQL and Alteryx, improving Middle Office efficiency by 25% through automated reporting and statistical modeling
- Leveraged Python and SQL to develop a settlement fail prediction model, reducing risk by identifying and flagging 90% of at-risk transactions in real-time
Education
Master of Science - Analytics, Computational Data Analytics Track
Georgia Institute of Technology
01-2026
Bachelor of Science - Applied Mathematics
The University of Pittsburgh
04.2020
Skills
- Python
- SQL
- R
- Tableau
- Snowflake
- Alteryx
- Streamlit
- Git & Version Control
- Prompt Engineering
Timeline
Associate Data Scientist
First Eagle Investments
01.2024 - Current
Business Intelligence Analyst
First Eagle Investments
11.2022 - 12.2024
Business Intelligence Consultant
Cordis
01.2022 - 10.2022
Operations Analyst
BNY Mellon
08.2020 - 12.2021
Master of Science - Analytics, Computational Data Analytics Track
Georgia Institute of Technology
Bachelor of Science - Applied Mathematics
The University of Pittsburgh
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