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Divyashree BS

Product @ AJIO & SHEIN | Agentic & GenAI Enthusiast | SQL • Python • Statistics | BI @ Scale | Ex-PayPal | Ex-MuSigma

Bengaluru

5+ years of work experience

Jio Platforms Limited (JPL)
May 20266 mosPresent

Bangalore Urban, Karnataka, India

Sep 20233 yrs 2 mosPresent

Bengaluru, Karnataka, India

Reliance Retail
Oct 20224 yrs 1 moPresent

Bengaluru, Karnataka, India

Oct 20224 yrs 1 moPresent

Led a cross-functional demand forecasting analytics program for the Digital Electronics vertical, combining planogram, clickstream, promotions, sales data for causal analysis and model evaluation, and insight translation using Tableau, BQ, stat models, resulting in an estimated ₹108 Cr (32%) reduction in annual inventory holding costs. Fine-tuned a high-accuracy (97%) Text-to-SQL conversion model using leading-edge LLM techniques. This model was integrated into the Reliance Digital's on-premise AI report generator, empowering leadership with a user-friendly tool to generate reports through natural language queries. Identified routing inefficiencies causing >40% misrouted orders by analyzing fulfillment, stock, and ETA patterns. Insights guided product changes to the routing algorithm, reducing fulfillment costs by ~20% and improving delivery speed across key regions. Developed and implemented 4 reusable data marts and 10+ dashboards across above mentioned business functions, enabling self-serve BI through Tableau published data sources to different business function within Reliance's PBG division, including SCM, Sales, Sourcing, and CRM teams through in-depth analysis of the top electronics brands in India, owned by Reliance.
PayPal
Jul 20211 yr 3 mosSep 2022

Bengaluru, Karnataka, India

Developed an end-to-end automated executive expense monitoring system using BigQuery + Tableau, reducing manual reporting time by ~90% and enabling CTO and L1 leaders to track budget, forecast, and spend insights in near real time. Streamlined and optimized data pipeline of dashboard that tracks the performance of channel partners and merchants and helps sales team increase the engagement and, mitigate declines and churns. Data democratization and self-serve BI capabilities using BQ and Looker, which also reduced the post development dependency by >90%.
PayPal
Jul 20211 yr 3 mosSep 2022

Developed an end-to-end automated executive expense monitoring system using BigQuery + Tableau, reducing manual reporting time by ~90% and enabling CTO and L1 leaders to track budget, forecast, and spend insights in near real time. Streamlined and optimized data pipeline of dashboard that tracks the performance of channel partners and merchants and helps sales team increase the engagement and, mitigate declines and churns. Data democratization and self-serve BI capabilities using BQ and Looker, which also reduced the post development dependency by >90%.

Divyashree’s AI Stack

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lovable
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mcp
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ChatGPT
ChatGPT

Education

Ramaiah Institute Of Technology

Ramaiah Institute Of Technology

20144 yrs2018
Ramaiah Institute Of Technology

Bachelor of Science, Electronics

Ramaiah Institute Of Technology

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Headline

Product @ AJIO & SHEIN | Agentic & GenAI Enthusiast | SQL • Python • Statistics | BI @ Scale | Ex-PayPal | Ex-MuSigma

About

I’m a data-driven problem solver with 7+ years of experience translating complex business challenges into scalable AI-powered solutions across retail, payments, and healthcare. My sweet spot lies at the intersection of SQL, Python, and ML models, with a growing edge in GenAI, LLMs, and advanced forecasting. At Reliance Retail, I helped reduce inventory storage costs by ₹108 Cr through an ML-powered demand forecasting engine built on Vertex AI. I’ve fine-tuned Text-to-SQL models with LLMs, built GenAI assistants, and created real-time dashboards that directly improved business outcomes like ATP and order fulfilment TAT. Whether I’m deep-diving into experimentation, optimizing a supply chain, or automating analytics workflows, I focus on driving impact, enabling self-serve BI, and delivering insights that move the business forward. If you're looking for someone who can wrangle messy data, engineer smart solutions, and speak both business and tech fluently — let's connect.

Location

Bengaluru

AI stack

claude code

claude

cursor

lovable

mcp

ChatGPT

Work experience

Product Data Analyst, AJIO& SHEIN at Jio Platforms Limited (JPL), May 2026 - Present · 6 mos, Bangalore Urban, Karnataka, India

Senior Manager, Central Inventory at Jio Private Limited, Sep 2023 - Present · 3 yrs 2 mos, Bengaluru, Karnataka, India

Manager - PBG reporting and analytics at Reliance Retail, Oct 2022 - Present · 4 yrs 1 mo, Bengaluru, Karnataka, India

Lead Data Analyst at Jio Private Ltd, Oct 2022 - Present · 4 yrs 1 mo, Led a cross-functional demand forecasting analytics program for the Digital Electronics vertical, combining planogram, clickstream, promotions, sales data for causal analysis and model evaluation, and insight translation using Tableau, BQ, stat models, resulting in an estimated ₹108 Cr (32%) reduction in annual inventory holding costs. Fine-tuned a high-accuracy (97%) Text-to-SQL conversion model using leading-edge LLM techniques. This model was integrated into the Reliance Digital's on-premise AI report generator, empowering leadership with a user-friendly tool to generate reports through natural language queries. Identified routing inefficiencies causing >40% misrouted orders by analyzing fulfillment, stock, and ETA patterns. Insights guided product changes to the routing algorithm, reducing fulfillment costs by ~20% and improving delivery speed across key regions. Developed and implemented 4 reusable data marts and 10+ dashboards across above mentioned business functions, enabling self-serve BI through Tableau published data sources to different business function within Reliance's PBG division, including SCM, Sales, Sourcing, and CRM teams through in-depth analysis of the top electronics brands in India, owned by Reliance.

Data Engineer at PayPal, Jul 2021 - Sep 2022 · 1 yr 3 mos, Bengaluru, Karnataka, India, Developed an end-to-end automated executive expense monitoring system using BigQuery + Tableau, reducing manual reporting time by ~90% and enabling CTO and L1 leaders to track budget, forecast, and spend insights in near real time. Streamlined and optimized data pipeline of dashboard that tracks the performance of channel partners and merchants and helps sales team increase the engagement and, mitigate declines and churns. Data democratization and self-serve BI capabilities using BQ and Looker, which also reduced the post development dependency by >90%.

Data Engineer at PayPal, Jul 2021 - Sep 2022 · 1 yr 3 mos, Developed an end-to-end automated executive expense monitoring system using BigQuery + Tableau, reducing manual reporting time by ~90% and enabling CTO and L1 leaders to track budget, forecast, and spend insights in near real time. Streamlined and optimized data pipeline of dashboard that tracks the performance of channel partners and merchants and helps sales team increase the engagement and, mitigate declines and churns. Data democratization and self-serve BI capabilities using BQ and Looker, which also reduced the post development dependency by >90%.

Education

Ramaiah Institute Of Technology

Bachelor of Science, Electronics, Ramaiah Institute Of Technology