Ankit Raj
Staff Engineer @ Scam AI | Building Distributed ML Inference Platforms
- Role
- Staff Software Engineer at Scam Ai
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Ankit Raj
Master of Science candidate in Electrical and Computer Engineering at Duke University…
Experience
Staff Software Engineer
May 2025 — Present · Berkeley, CA, US
Built a distributed ML inference platform with TypeScript/Node.js microservices on Docker, running stateless services on AWS ECS Fargate and GPU-bound workers on EC2 G5 ASGs (Spot + On-Demand). Achieved 2.8× higher throughput and 43% lower P95 latency.• Designed an event-driven pipeline for deepfake, voice-clone, and doc forensics—cutting per-request compute cost by 27%.• Used AWS Cloud Map + internal registry for service discovery with health checks, reducing 5xx errors by 38% during deploys.• Enforced security with IAM least-privilege, private subnets, WAF, KMS, and signed ECR images. Passed pen tests with zero criticals; SOC 2-aligned logging.• Automated CI/CD with GitHub Actions → ECR → ECS/Lambda. Reduced release time to 8 min with one-click rollbacks and traffic shifting via ALB weights.
Education
Duke University
Master of Science - MS, Electrical and Computer Engineering
Pune Institute of Computer Technology
Bachelor of Engineering - BE, Computer Engineering
2018 — 2022
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