Jul 2025 – Present · 10 mos

Jul 2022 – Jun 2025 · 2 yrs 11 mos

• Assumed full responsibility for critical project modules, driving their deployment to production and serving as the primary contact for troubleshooting and technical support throughout lifecycle.
• Provided guidance and training to junior analysts, fostering professional growth and ensuring consistency in project standards across the team.

Dec 2020 – Jun 2022 · 1 yr 6 mos

• Conceived and executed a tool for Bank Statement analysis, streamlining the identification and classification of transactional patterns, which enhanced risk assessment processes by leveraging alternative data inputs.
• Applied Python-based natural language processing methods to perform advanced text analytics, converting unstructured transactional records into actionable business categories.
• Transformed raw transaction entries into reconstructed financial reports, calculating essential metrics such as Revenue, EBITDA, DSCR, and monthly debt obligations.
• Developed and extracted over 2,000 new analytical features including account usage, financial ratios, risk signals, business metrics, and volatility measures, which led to a notable 15% gain in the Gini index of our risk evaluation models.
• Assembled interactive data visualizations in Tableau for senior leadership teams, allowing them to track performance indicators and uncover trends from non-traditional data origins