Ishita Chaudhary
Skill Score
Novice (1/6)
95
Industries
No Industries Found
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Skills
Evaluated for Associate Product Manager and Data and AI PM role archetype
Performance by Category
Communication
0%
Strategy
0%
Design
0%
Technology
0%
Execution
0%
Go-to-market
0%
Top Skills
Distribution planning Data retrieval Relationship building Product requirements User journey and personas Metrics definition User research Listening User feedback review Negotiation Writing and presentation Performance tracking Business model design Growth experiments Market analysis Pricing strategy Product roadmap Build vs buy vs partner Digital marketing Feature prioritization
Skill Progression
Experience

Senior Analyst, Credit and Fraud Risk

• Designed and formulated transaction monitoring (TM) rule typologies and detection criteria on SQL for consumers, commercial businesses, and merchants; established thresholds to flag fraudulent transactions
• Boosted fraud-detection accuracy by 14% by optimizing TM rules through statistical analysis techniques

Consultant II, Analytic Consulting

• Managed team of five to develop origination model for bank’s credit cards portfolio running generalized additive models in python, improving acquisition rate by 15% and profit by $5M
• Leveraged machine learning (GBDT) to construct revenue and attrition models; supported client in devising profitable strategies and bolstered revenue by 10% ; received extraordinary impact award
• Built scoring models factoring in bureau attributes, past behavior and performance data to predict credit card account behavior minimizing likelihood of defaults by 12%
• Coached 18 new analysts through three in-house training workshops on FICO’s modeling techniques

Consultant I, Analytic Consulting

• Delivered 10%-25% reduction in credit losses by employing logistic regression and segmented ensemble models
(SEM) to build debt collection scorecards
• Collaborated across multi-regional teams to upgrade legacy Python scripts for scorecards; increased
computational efficiency of existing scripts by 16%
• Tailored FICO’s proprietary risk models for 10+ small businesses and enhanced Gini coefficient by at least 5%

Degree Programs

Master of Science

Master of Arts

Bachelor of Arts

Licenses and Certifications

No Licenses or Certifications Found.