Sonali Kamat

Director of Engineering

San Francisco, California, United States24 yrs 3 mos experience
Highly StableAI Enabled

Key Highlights

  • Led large-scale ML and AI systems at Meta.
  • Successfully launched Facebook Pay to millions of users.
  • Transformed search infrastructure, increasing revenue by 20%.
Stackforce AI infers this person is a Fintech and Tech industry leader with expertise in scalable systems and product development.

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Skills

Core Skills

Machine LearningAi SystemsProduct DevelopmentTechnical LeadershipPayments SystemsSearch TechnologyFinancial TechnologySoftware DevelopmentWeb Development

Other Skills

ML and AI SystemsData strategySynthetic datasetsModel trainingRCS messagingBusiness negotiationsiOS app optimizationPayments platformConsumer payments productsAds billing optimizationSearch infrastructureML algorithmsPersonalized searchMiddle Office systemsClient Assets Technology

About

Engineering and Product executive with deep experience in Commerce, Marketplaces, Payments and Finance. Proven ability in conceiving new products/platforms, rapidly scaling them with $XXX MM impact. Have built and led cross-functional self-sustaining teams, across geographies, in small and large companies. Strong business acumen, have led multiple partnerships, M&As alongside business teams with external partners for Meta and Flipkart on value-unlocking initiatives. Technologies: Real-time high-traffic serving systems, ML and AI Systems, Search/Information Retrieval, Personalization, Large-scale distributed systems.

Experience

24 yrs 3 mos
Total Experience
3 yrs 5 mos
Average Tenure
--
Current Experience

Meta

Director of Engineering, Reality Labs

May 2021Sep 2023 · 2 yrs 4 mos · San Francisco Bay Area · On-site

  • Built out large scale ML and AI systems for key models that powered Meta's Virtual and Augmented Reality products, such as ML depth for Mixed Reality, Facial expression tracking and rendering for Avatars, Gaze detection as an input modality on Quest, and Contextual AI for smart glasses. Led the Data strategy, collection and pre-processing of data as well as generation of robust synthetic datasets for model development using AI and graphics technologies. Impact was realized in shrinking model training iteration cycles from months to weeks/days, direct $XXX MM opex savings and achieving production-quality model performance.
ML and AI SystemsData strategySynthetic datasetsModel trainingMachine LearningAI Systems

Facebook

2 roles

Director of Engineering, Messenger

Nov 2019May 2021 · 1 yr 6 mos · San Francisco Bay Area · On-site

  • At Facebook Messenger, I was responsible for the bootstrap of RCS messaging.
  • This was a 0->1 technology, product and team buildout, and involved extensive business negotiations with Meta’s top external partners. I also co-led the overhaul of Messenger on iOS that made start times twice as fast, and reduced the app size by 75% improving user experience and retention.
RCS messagingBusiness negotiationsiOS app optimizationProduct DevelopmentTechnical Leadership

Director of Engineering, Payments and Marketplaces

Jan 2018Nov 2019 · 1 yr 10 mos · San Francisco Bay Area · On-site

  • At Marketplace, I was responsible for Payments and Messaging Commerce, which spanned every single transaction across Facebook, Messenger, Instagram and WhatsApp as well as Ads Billing, accounting for all of Meta’s revenues.
  • We built out a scalable, extensible consumer payments platform for various markets, leveraging the core foundational infrastructure built for Ads billing. We simultaneously built several 0->1 consumer payments products to find product market fit. Of these, we scaled WhatsApp P2P payments, Instagram Commerce, Messaging Commerce, Donations, culminating in the launch of ‘Facebook Pay’ (now ‘Meta Pay’) across WhatsApp, FB, Instagram and Quest to XXX MM users. We also optimized Ads Billing and realized over $100 MM revenue lift.
Payments platformConsumer payments productsAds billing optimizationPayments SystemsProduct Development

Flipkart.com

Vice President, Engineering

Jul 2012Oct 2016 · 4 yrs 3 mos · Bangalore

  • Responsible for Search and Recommendations Infrastructure and Algorithms.
  • Flipkart is India’s #1 Commerce marketplace (consistently ahead of Amazon). I led the transformation of the Search stack from a monolithic index into a near-real-time indexing and serving infrastructure with up-to-the-minute freshness of pricing and inventory attributes. We developed ML based algorithms for relevance and ranking, and improved our Search models significantly. I also drove Personalized Search based on geolocation, Query Intent and Augmentation, a suite of Recommendation model improvements and conceptualized Image based Recommendations, increasing top-line revenues by over 20%. I hired a cross-functional team of Data Scientists, IR experts and product managers and established academia collaborations with top-tier colleges focussed on research for vertical search. I managed the technical infrastructure and human resource budget of $XX MM.
  • Previously, responsible for Consumer platforms, Web and mobile apps, Reviews and Checkout platforms.
  • I seeded and scaled Mobile from 0 to $200M revenue + 1 million active users within < 1 year, took iOS app to #2 rank on Apple App Store; mobile from 0 to 50% user traffic; 0 to 30% rev share. We re-architected several consumer platform components including the critical Transaction pipeline into a structured cloud-ready SOA web-service suite. We increased the resilience of our real-time serving systems for web and mobile increasing availability from 98.5% to 99.8%, and reduced website latency by 30%. I also partnered with business bringing home path-breaking partnerships for Flipkart, such as with Xiaomi for exclusive product launches of their devices on Flipkart.
Search infrastructureML algorithmsPersonalized searchSearch TechnologyMachine Learning

Goldman sachs

Vice President

Jul 2007Jul 2012 · 5 yrs · Bengaluru Area, India

  • Responsible for the Middle Office and Client Assets Technology systems.
  • Middle Office performs mission-critical quasi-real-time to batch functions post-trade-execution in >20 markets globally with hundreds of millions of transactions per day and complex business logic. Client Assets performs critical and highly regulated client cash lock-up and securities segregation functions. We built and evolved the platform for Middle Office to process high throughput market events in near real-time triggering 3-way reconciliations with stock exchanges and with clients’ order confirmation systems.
Middle Office systemsClient Assets TechnologyFinancial Technology

Gxs, formerly a unit of general electric

Engineering Manager

Oct 2000Mar 2007 · 6 yrs 5 mos · Bangalore, India

  • I was the Senior Developer, then Tech Lead, and then Engineering Manager for several systems including the Unified registry, Provisioning system and Accounting platform for the GXS Trading Grid, an integration services platform that enables B2B e-commerce. GXS Trading Grid® applications are offered as Software-as-a-Service (SaaS).
Integration servicesB2B e-commerceSoftware Development

Nexgenix inc.

Senior Associate

May 1999May 2000 · 1 yr · Irvine, CA, USA

  • SendMail - Tech lead - Developed webstore - Unix/CGI/C.
  • Mercury Interactive - Senior Developer - Developed self-service support website
  • ShopNow.com - Senior Developer - Online catalog and store
Webstore developmentOnline catalogWeb Development

Tata infotech limited, mumbai

Senior Developer

Jun 1996May 1998 · 1 yr 11 mos · Mumbai Metropolitan Region

  • GE Appliances Customer Net – Developed for a full-service e-commerce site for GE Appliances retailers and wholesalers.
E-commerce developmentWeb Development

Education

Sardar Patel College of Engineering, Mumbai University

Bachelor of Engineering — Electrical

Jan 1992Jan 1996

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