[Vibes.ai / AI Video Creation] Building an AI video creation and editing tool for creators.

• Building product and infrastructure for AI video generation, editing, and publishing workflows.

• Building application and backend systems that connect model capabilities to real creator use cases.

• Working in an AI-native development environment with AI integrated across the full product development lifecycle.

[Voice AI Orchestration] Building Meta’s Voice AI orchestration engine for real-time, multi-turn conversational systems.

• Built orchestration systems for turn tracking, interruption handling, token streaming, and inference timing.

• Connected STT, LLMs, tools, TTS, safety, and memory services in a low-latency runtime.

• Enabled context-aware and policy-compliant voice interactions across the stack.

• Built a C++ event replay framework for offline testing and debugging of production voice calls.

[Facebook Ads Delivery] Worked on Ads Delivery for Facebook surfaces (Newsfeed, Stories, Video), focusing on delivery optimizations that drove either revenue uplift or infra efficiency, without degrading topline performance.

• Led infra-level delivery changes that saved 100kWh+ of compute every 6 months, without impacting topline ad revenue.

• Built a high-value user targeting mechanism by integrating with user activity–based prediction models — contributed to a 2%+ lift in incremental revenue (SS+).

• Most of this work happened in the intersection of ranking infra, delivery policy, and monetization.

Lead engineer on messaging/streaming infrastructure team building services and libraries to enable developers to build event-driven, asynchronous, robust, scalable, and durable systems. Built on top of Kafka w/ processing in GoLang. The framework is powering several Tier-1 services at Outreach with a scale of more than 2+ billion messages/day with sub-seconds p90 latency.

The framework is powering several Tier-1 services at Outreach with a scale of more than 2+ billion messages/day with sub-seconds p90 latency.

• Built provisioning, deployment, and reconciliation services for AWS Outposts enabling onboarding of customers

• Developed zero-downtime deployment system for core Linux runtime for AWS Greengrass for millions of devices with intermittent connectivity