Dec 2021 – Jun 2024 · 2 yrs 6 mos · Greater Bengaluru Area

• 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.

Mar 2021 – Dec 2021 · 9 mos

• 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.

Jul 2019 – Apr 2021 · 1 yr 9 mos

• 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.

Dec 2018 – Dec 2021 · 3 yrs · Bengaluru, Karnataka, India

• 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%

Dec 2018 – Jul 2019 · 7 mos · Gurugram, Haryana, India

• 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.

May 2018 – Jul 2018 · 2 mos · Navi Mumbai

• 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.

Jun 2017 – Jul 2017 · 1 mo · Delhi, India

• 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.