ML Engineering Manager(Hands-on / Architect)
Scaling Teams, Systems, and AI Infrastructure
Technical Lead and Engineering Manager with 7+ years of experience building scalable platforms and high-performance teams. Specializing in AI agent platforms, real-time video intelligence, and large-scale distributed systems. Proven track record of reducing infrastructure costs by 15x and scaling systems to millions of users.
Engineering Leadership
My approach to leadership combines deep technical expertise with a focus on people and process. I build high-performing teams that deliver scalable, business-critical systems.
Team Leadership
Led engineering teams of 4+ engineers, fostering a culture of ownership and technical excellence. Experienced in hiring, performance management, and career mentorship.
Strategic Ownership
Owned the technical roadmap for critical products including AI Agent Platforms and Video Intelligence. Aligned engineering efforts with business goals to deliver measurable impact.
Technical Architecture
Designed scalable distributed systems handling millions of users. Made high-stakes architectural decisions on cloud infrastructure, microservices, and real-time data pipelines.
Operational Excellence
Reduced infrastructure costs by 15x through optimization. Improved system reliability and developer velocity by implementing robust CI/CD and observability practices.
Impact & Achievements
Years Experience
Engineering Teams
System Uptime
Cost Reduction
Architectural Highlights
A selection of complex systems and platforms I've architected and built, focusing on scalability, performance, and AI integration.
PhroneticAI Agent Platform
Architected a scalable platform for deploying and monetizing AI agents. The system handles the entire agent lifecycle from deployment to billing, supporting thousands of concurrent executions.
Video Intelligence Pipeline
Built an end-to-end video intelligence pipeline for processing streams from edge devices. Engineered a custom WebRTC platform to deliver ultra-low latency video analytics.
eCommerce Search Engine
Modernized the search infrastructure for GeM (Government e-Marketplace), handling a catalog of 4M+ items and massive concurrent traffic during peak government procurement cycles.
Professional Experience
A snapshot of my engineering journey
ML Engineering Manager (Hands-on / Architect)
- Leading engineering for AI Agent Platform and Video Intelligence products.
- Managing a team of 4 engineers, overseeing architecture and delivery.
- Architected agent runtime scaling to millions of users with 15x cost reduction.
Senior Software Engineer
- Modernized key services for large-scale e-commerce platform.
- Designed faceted search with Solr/Elasticsearch for 4M+ items.
- Mentored developers and led technical reviews.
Software Engineer
- Built and deployed microservices with Kubernetes.
- Reduced system response times by 75% through optimization.