Shivani Guntaka profile photo 1 on Tal

Shivani Guntaka

Data Science Consultant @ Mathlogic | IIT Kanpur

Bengaluru

3+ years of work experience

MathLogic
Apr 20266 mosPresent

Working on machine learning and GenAI solutions for financial services, with a focus on credit origination, behavioral modeling, and intelligent document processing. Contributing to scalable risk decisioning frameworks through ensemble modeling, feature engineering, and Databricks-based ML workflows.
MathLogic
Nov 20241 yr 5 mosMar 2026

Worked on analytics solutions across multiple credit risk initiatives, translating business problems into data-driven models and actionable insights. Worked on forecasting, portfolio analytics, model explainability, and feature engineering to support lending, collections, and risk strategy.
Machint Solutions
Jul 20244 mosOct 2024

Hyderabad, Telangana, India

• Collaborated on creating dynamic visualizations from SQL data, improving the clarity and interpretation of insights • Integrated open-source models with SQL databases, enhancing query execution performance and overall system reliability • Refined AI-generated prompts to improve the accuracy and relevance of natural language responses to SQL queries • Developed automated query error-handling mechanisms, ensuring successful data retrieval and reducing query failure rates
Feynn Labs
Sep 20233 mosNov 2023

Remote

• Conducted market segmentation analysis for an online vehicle booking platform, resulting in tailored marketing strategies • Performed integration of Sentiment analysis prototype for e-commerce websites into robust business and financial models • Leveraged NLP techniques to provide invaluable insights into customer sentiments, preferences, and market trends • Demonstrated the feasibility of Personalized drug allergy prediction tools from clinical history for enhanced healthcare
TalentServe
May 20222 mosJun 2022

Antaragni, IIT Kanpur
Jun 20208 mosJan 2021

Kanpur, Uttar Pradesh, India

Antaragni, IIT Kanpur
Oct 20199 mosJun 2020

Kanpur, Uttar Pradesh, India

Shivani’s AI Stack

claude
claude
gemini
gemini
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mcp
mcp
ollama
ollama
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Education

INDIAN INSTITUTE OF TECHNOLOGY KANPUR

Bachelor of Science - BS, Chemistry

INDIAN INSTITUTE OF TECHNOLOGY KANPUR

20194 yrs2023

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Headline

Data Science Consultant @ Mathlogic | IIT Kanpur

About

Data Consultant specializing in Credit Risk Analytics, Decision Science, and Machine Learning for financial services. Experienced in developing credit risk models, loss forecasting, portfolio analytics, and explainable AI using Python, SQL, PySpark, and Databricks. Passionate about building scalable, interpretable ML solutions that drive lending and business decisions.

Location

Bengaluru

AI stack

claude

gemini

hugging face

mcp

ollama

huggingface

Work experience

Data Consultant at MathLogic, Apr 2026 - Present · 6 mos, Working on machine learning and GenAI solutions for financial services, with a focus on credit origination, behavioral modeling, and intelligent document processing. Contributing to scalable risk decisioning frameworks through ensemble modeling, feature engineering, and Databricks-based ML workflows.

Data Analyst at MathLogic, Nov 2024 - Mar 2026 · 1 yr 5 mos, Worked on analytics solutions across multiple credit risk initiatives, translating business problems into data-driven models and actionable insights. Worked on forecasting, portfolio analytics, model explainability, and feature engineering to support lending, collections, and risk strategy.

AI/ Machine Learning Intern at Machint Solutions, Jul 2024 - Oct 2024 · 4 mos, Hyderabad, Telangana, India, • Collaborated on creating dynamic visualizations from SQL data, improving the clarity and interpretation of insights • Integrated open-source models with SQL databases, enhancing query execution performance and overall system reliability • Refined AI-generated prompts to improve the accuracy and relevance of natural language responses to SQL queries • Developed automated query error-handling mechanisms, ensuring successful data retrieval and reducing query failure rates

Machine Learning Intern at Feynn Labs, Sep 2023 - Nov 2023 · 3 mos, Remote, • Conducted market segmentation analysis for an online vehicle booking platform, resulting in tailored marketing strategies • Performed integration of Sentiment analysis prototype for e-commerce websites into robust business and financial models • Leveraged NLP techniques to provide invaluable insights into customer sentiments, preferences, and market trends • Demonstrated the feasibility of Personalized drug allergy prediction tools from clinical history for enhanced healthcare

Human Resources Intern at TalentServe, May 2022 - Jun 2022 · 2 mos

Secretary Ritambhara at Antaragni, IIT Kanpur, Jun 2020 - Jan 2021 · 8 mos, Kanpur, Uttar Pradesh, India

Junior Executive Ritambhara at Antaragni, IIT Kanpur, Oct 2019 - Jun 2020 · 9 mos, Kanpur, Uttar Pradesh, India

Education

Bachelor of Science - BS, Chemistry, INDIAN INSTITUTE OF TECHNOLOGY KANPUR