Product Manager, Search(AI/ML) @ Flipkart | Prev- Société Générale ,Jio | NITP
6 Years of Experience
Bengaluru, Karnataka, India
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Not Available
Possible rewritten summary: As a product manager at Flipkart, I leverage my AI expertise to enhance the search experience for millions of users. I lead the query understanding and visual search charter, developing strategies for improving search relevance and understanding user intent. I also spearheaded the creation of a visual search capability from scratch, enabling users to find products using images. Before joining Flipkart, I was a product owner and data scientist at Societe Generale, where I revolutionized the bank's letter of credit process by building Veritrade, an AI product that automated data consistency verification across diverse unstructured sources. I collaborated with businesses, designers, and UI engineers, and achieved over 2.5M USD savings, successfully applied across Europe, North America, and Germany. I graduated from NIT Patna with a bachelor's degree in engineering, and I have completed multiple certifications in data science, machine learning, and deep neural networks from Coursera. I am passionate about solving complex problems with data-driven solutions, and I aspire to create impactful products that delight customers and drive business value.
Flipkart, IT Services & Solutions, Computer Software
Societe Generale
Société Générale
Flipkart, Societe Generale, Société Générale, Hellos.ai, DeepSight AI Labs , Jio, Pinnacle Digital Analytics Pvt. Ltd.
Job Title : Product Manager
Company name : Flipkart
Period : December 2021 - Present
Summary : Product Lead for Search Query Understanding & Visual Search Charter, responsible for driving Customer Satisfaction, Engagement & Bottomline GMV via search.
Customer Satisfaction & Engagement:-
•Developed a search satisfaction metric (relevance, recall, value, product quality) and executed a successful search strategy, resulting in a significant X bps increase in Search CTR.
• Slashed searches leading to an incorrect category by 20% using Multi Store & Noun Understanding based solves leading to X Cr GMV Increase.
• Boosted search Ads recall by 30% using Semantic matching (Vector Based Retrievers ) leading to X Cr Bottomline Goodness.
• Leveraged Generative Al to create intent-driven search journeys that led to Y bps Search CTR Improvement.
• Addressed E-commerce Out-of-Stock Challenges with curated search experiences that strike a balance between Communicating the OOS Issue & Suggesting alternatives leading to X Cr additional GMV.
Platform Innovation &Growth:-
• Launched Flipkart's Visual Search and increased adoption by 50% through diverse experience and query understanding initiatives.
•Introduced Multimodal Search and addressed relevance-ranking tradeoffs for vector-based retrievers.
Location : Greater Bengaluru Area
Job Title : Product Owner/ Data Scientist
Company name : Societe Generale
Period : March 2021 - December 2021
Summary : Part of the Central Innovation team driving business efficiency through Al product design across various business lines.
• Revolutionized LC Processing: Spearheaded the development of Veritrade, an Al platform eliminating manual data verification in LC processing, saving 2.5M USD and streamlining the process across continents.
•Empowered Business Users with Al: Built a no-code Al platform enabling business users to automate
document processing, data extraction, and model training, delivering a 5M USD impact across 6 countries.
Location : Bengaluru, Karnataka, India
Job Title : Associate Data Scientist
Company name : Société Générale
Period : July 2019 - April 2021
Summary : - Conducted workshops with internal stakeholders to identify data science
project requirements in their respective
business lines and implement new products to address their needs.
- Built a Multi-Model architecture for Document Information Extraction. This
Increased f1 score by over 50 % for complex extraction tasks and helped
model generalizes to templates of Documents not shown during training.
Location : Bengaluru, Karnataka, India
Job Title : Co Founder, Product & Tech
Company name : Hellos.ai
Period : December 2018 - December 2019
Summary : Founded a groundbreaking company enabling users to seamlessly swap their faces into any video with just one selfie, pioneering a unique and engaging user experience.
• Secured 200k USD in seed funding: Led end-to-end recruitment, and successfully launched on Playstore &App Store, achieving 0.5M downloads and 100k daily active users
• Conquered video swap complexities: Tackled the challenge of multiple face profiles with limited selfie data by generating mid-profiles using Al, boosting model accuracy 30%
Location : Bengaluru, Karnataka, India
Job Title : Computer vision Intern
Company name : DeepSight AI Labs
Period : December 2018 - July 2019
Summary : --Neural Network optimization For real-time inferencing using TensorRT.
--Synthetic Data Generation for Training Detectors
--Intrusion detection and Crowd Counting.
--Fixing memory leak in the product.
--Real-Time Building Helmet Detection system for Banks deployed at Bharat Bank.
--Masked Face Detection for ATM.
--Deployed the deep learning model on CPU with OpenVino.
Location : Gurgaon, India
Job Title : Data Science Intern (Center Of Excellence AI/ML)
Company name : Jio
Period : May 2018 - July 2018
Summary : --Building A Deep Learning based Model for Spoof Detection.
--Providing Success and Tracking Metrics for the evaluation of various models and evaluating them.
--- Trained a Face Recognition Model from using custom datasets.
--Addressing the problem of Fast Search and Real-Time Image Retrieval from Large database.
---The project being used in Reliance Campus for Entry/Exit.
---Project Deployed for One Shot Photo -ID Verification for JIO Sim.
Location : Navi Mumbai
Job Title : Data Science Intern
Company name : Pinnacle Digital Analytics Pvt. Ltd.
Period : June 2017 - July 2017
Summary : 1. Built model Model for Real-time Content Classification of user's activity over various social Networking Apps.
2.Data Engineering using various Packet flow Features.
3.Prediction of Olt wise increment in Data usage and flagging if it exceeds the Data plan limit of the user.
Location : New Delhi Area, India
Title : Digital Product Management: Modern Fundamentals
Period : April 2021 - Present
Summary : 39Z76YSGSBMH, coursera.org, https://coursera.org/share/fcc346651ada8b1df1c2b7a5a5b82d59
Issuing Authority : University of Virginia
Title : Convolutional Neural Networks
Period : 2017 - Present
Summary : RMQK3437W67P, coursera.org, https://www.coursera.org/account/accomplishments/verify/RMQK3437W67P
Issuing Authority : Coursera
Title : Exploratory Data Analysis
Period : 2017 - Present
Summary : EW5UF2F7M4UP, coursera.org, https://www.coursera.org/account/accomplishments/verify/EW5UF2F7M4UP
Issuing Authority : Coursera
Title : Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Period : 2017 - Present
Summary : BUFGAZT46HLV, coursera.org, https://www.coursera.org/account/accomplishments/verify/BUFGAZT46HLV
Issuing Authority : Coursera
Title : Machine Learning
Period : 2017 - Present
Summary : AGBEWAHSGQ7C, coursera.org, https://www.coursera.org/account/accomplishments/verify/AGBEWAHSGQ7C
Issuing Authority : Coursera
Title : Neural Networks and Deep Learning
Period : 2017 - Present
Summary : RNXPFPQC9L56, coursera.org, https://www.coursera.org/account/accomplishments/verify/RNXPFPQC9L56
Issuing Authority : Coursera
Title : Structuring Machine Learning Projects
Period : 2017 - Present
Summary : 6RT7APJFFSTJ, coursera.org, https://www.coursera.org/account/accomplishments/verify/6RT7APJFFSTJ
Issuing Authority : Coursera
Organization name : ASCE Position : Secretary Period : May 2017 - Present Organization name : ECell NIT PATNA Position : Secretary Period : May 2016 - July 2017
English (Professional Working), HINDI (Professional Working)
Award : Best Speaker
Issuer : ILLUMANITI
Date : 6 2017
Summary : Stood Fist at an Inter College Debate Competition
Award : Gold Medalist at International Mathematics Olympiad
Date : 7 2014
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