Debashree Priya Sahoo profile photo 2 on Tal
Debashree Priya Sahoo profile photo 1 on Tal
Debashree Priya Sahoo profile photo 2 on Tal
Debashree Priya Sahoo profile photo 1 on Tal

Debashree Priya Sahoo

Senior Analyst | Auronova Consulting | Economics | IIT Kanpur | IFRS-9 Credit Risk Models · Sustainability Research · Published Researcher| Open to Product · Strategy · Growth

Bengaluru

1+ year of work experience

Auronova Consulting
Jun 20265 mosOct 2026

Auronova Consulting
Aug 202511 mosJun 2026

• Developing and validating IFRS-9-compliant credit risk models including B-Score, Point-in-Time PD, and Corporate Rating frameworks • Built an 8-factor logistic regression B-Score model on 250K+ records using WOE/IV-based feature selection and multicollinearity screening; achieved 80% Gini and 63% KS statistic • Developed a PIT-PD model using multi-factor OLS regression across 500+ macroeconomic variables to isolate cyclical credit risk; validated via MAPE and scenario analysis • Developed a corporate rating model by optimizing weights for 21 financial risk drivers to assign obligor-level credit ratings • Performed scorecard validation via Rank Order and PSI/CSI checks
Doremon Den
Jun 20242 mosJul 2024

• Built a product teardown and retention strategy for WhatsApp Meta AI; ranked 4th among 30 teams in the final competition • Applied MoSCoW, AARRR, and MECE frameworks to identify pain points and design wireframes for key product features
M. N. Dastur & Co. (P) Ltd.
May 20243 mosJul 2024

Kolkata

• Conducted a Carbon Capture, Utilization & Storage (CCUS) study to decarbonize 3 refineries for a major Indian oil & gas company • Identified 10+ investment products for CO2 utilization using a Product Portfolio Management (PPM) framework • Analyzed IEA database to assess demand-supply gaps for key chemicals in India and Bangladesh; developed market penetration strategy for MEG identifying key textile customers • Projected USD 1B+ market potential in Bangladesh by 2030, contributing to a detailed sustainability report
Psyliq
Dec 20232 mosJan 2024

Performed exploratory data analysis on multiple datasets to extract actionable insights
NextLeap
Aug 20235 mosDec 2023

Remote

Completed an intensive 5-month PM fellowship covering product strategy, roadmap prioritization, and go-to-market frameworks

Debashree’s AI Stack

claude code
claude code
openai
openai
ChatGPT
ChatGPT
ChatGPT Images
ChatGPT Images
Microsoft Copilot
Microsoft Copilot

Education

INDIAN INSTITUTE OF TECHNOLOGY KANPUR

BS-MS, Economics

INDIAN INSTITUTE OF TECHNOLOGY KANPUR

20205 yrs2025

Class XII, Science

DAV Public School Chandrasekharpur Bhubaneswar

20172 yrs2019

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Headline

Senior Analyst | Auronova Consulting | Economics | IIT Kanpur | IFRS-9 Credit Risk Models · Sustainability Research · Published Researcher| Open to Product · Strategy · Growth

About

I'm a Risk Analyst at Auronova Consulting and a graduate of IIT Kanpur (BS-MS Economic Sciences) where I also co-authored a research paper on green bonds across ASEAN. At Auronova, I have experience in IFRS-9-compliant credit risk models - including B-Score, PIT-PD, and corporate rating frameworks Previously, I worked on CCUS decarbonization study for a major Indian oil & gas company during my internship Outside risk, I've applied the same structured thinking to product. I completed a PM fellowship at NextLeap and Doremon Den and worked across multiple product teardowns I'm open to roles in Business Analysis, Product, Growth and Strategy - especially where data and business impact meet. Skills: Python · SQL · Econometrics · ESG Research · Power BI · Advanced Excel · Market Research · Product Thinking

Location

Bengaluru

AI stack

claude code

openai

ChatGPT

ChatGPT Images

Microsoft Copilot

Work experience

Senior Analyst at Auronova Consulting, Jun 2026 - Oct 2026 · 5 mos

Analyst at Auronova Consulting, Aug 2025 - Jun 2026 · 11 mos, • Developing and validating IFRS-9-compliant credit risk models including B-Score, Point-in-Time PD, and Corporate Rating frameworks • Built an 8-factor logistic regression B-Score model on 250K+ records using WOE/IV-based feature selection and multicollinearity screening; achieved 80% Gini and 63% KS statistic • Developed a PIT-PD model using multi-factor OLS regression across 500+ macroeconomic variables to isolate cyclical credit risk; validated via MAPE and scenario analysis • Developed a corporate rating model by optimizing weights for 21 financial risk drivers to assign obligor-level credit ratings • Performed scorecard validation via Rank Order and PSI/CSI checks

Product Management at Doremon Den, Jun 2024 - Jul 2024 · 2 mos, • Built a product teardown and retention strategy for WhatsApp Meta AI; ranked 4th among 30 teams in the final competition • Applied MoSCoW, AARRR, and MECE frameworks to identify pain points and design wireframes for key product features

Business Consulting at M. N. Dastur & Co. (P) Ltd., May 2024 - Jul 2024 · 3 mos, Kolkata, • Conducted a Carbon Capture, Utilization & Storage (CCUS) study to decarbonize 3 refineries for a major Indian oil & gas company • Identified 10+ investment products for CO2 utilization using a Product Portfolio Management (PPM) framework • Analyzed IEA database to assess demand-supply gaps for key chemicals in India and Bangladesh; developed market penetration strategy for MEG identifying key textile customers • Projected USD 1B+ market potential in Bangladesh by 2030, contributing to a detailed sustainability report

Data Analyst at Psyliq, Dec 2023 - Jan 2024 · 2 mos, Performed exploratory data analysis on multiple datasets to extract actionable insights

Product Manager Fellowship at NextLeap, Aug 2023 - Dec 2023 · 5 mos, Remote, Completed an intensive 5-month PM fellowship covering product strategy, roadmap prioritization, and go-to-market frameworks

Education

BS-MS, Economics, INDIAN INSTITUTE OF TECHNOLOGY KANPUR

Class XII, Science, DAV Public School Chandrasekharpur Bhubaneswar