Toronto, Ontario, Canada
I'm a big data practitioner with 14 years of experience building large scale low-latency high-throughput systems and a software abstraction aficionado at heart. My work has been around highly scalable distributed system like user profile stores serving 50 billion+ events per day under 10ms p99 latency, segmentation engines and complex event processing pipelines on data platforms which reduce significant engineering effort through common layers of abstraction over bounded and unbounded data streams in the mobile ads and telco domains.
Senior IC in the Ads ML Automation org. Building the next generation AutoML development platform powering the Ad Ranking models for Meta's family of apps (3 billion users).
Led the high level technical roadmap and platform blueprint vision for the backend infrastructure team comprising 20+ engineers spread across 5 pods. My charter had a wide scope including many areas, including content management (delivery, recommendation, relevance, ranking), the user data fabric, MLOps and backend services for 8 swish apps (news, weather, gaming, astro, deals, commerce folders, megaapp, sports) - deployed on multiple Telco partners as OEM bundled apps (T-Mobile, Etisalat, Verizon, Dish, Yes Telecom, Deutsche Telecom).
Led the Telco DMP team at TruFactor (rebranded from Pinsight Media Inc, a subsidiary of Sprint acquired by InMobi in 2018), to build the next generation Telco DMP platform which does data monetization and democratization of network-level mobile data from over 30 of the industry's top data sources, processing over (100 TB and/or 200 billion events) of data daily from the Sprint family of networks providing an unparalleled view of consumers in real time. Led improvements in privacy, and AI to transform raw signals into "application-ready" consumer intelligence.
Hacking together the Self-serve Big Data Analytics platform at Flipkart