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I am a machine learning engineer with 6+ years of experience building and deploying large-scale ML systems for payments, fraud detection, and high-performance AI platforms. I design end-to-end ML pipelines, real-time inference services, and GPU-accelerated training workflows. I enjoy collaborating with cross-functional teams to translate business and research requirements into production-ready AI systems, improve model accuracy, reduce latency, and scale solutions to millions of users.…I am a machine learning engineer with 6+ years of experience building and deploying large-scale ML systems for payments, fraud detection, and high-performance AI platforms. I design end-to-end ML pipelines, real-time inference services, and GPU-accelerated training workflows. I enjoy collaborating with cross-functional teams to translate business and research requirements into production-ready AI systems, improve model accuracy, reduce latency, and scale solutions to millions of users.

Sumanth Dola

AI Engineer, Data Scientist, Full Stack Developer, +2

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I am a machine learning engineer with 6+ years of experience building and deploying large-scale ML systems for payments, fraud detection, and high-performance AI platforms. I design end-to-end ML pipelines, real-time inference services, and GPU-accelerated training workflows. I enjoy collaborating with cross-functional teams to translate business and research requirements into production-ready AI systems, improve model accuracy, reduce latency, and scale solutions to millions of users.…I am a machine learning engineer with 6+ years of experience building and deploying large-scale ML systems for payments, fraud detection, and high-performance AI platforms. I design end-to-end ML pipelines, real-time inference services, and GPU-accelerated training workflows. I enjoy collaborating with cross-functional teams to translate business and research requirements into production-ready AI systems, improve model accuracy, reduce latency, and scale solutions to millions of users.

Available to hire

I am a machine learning engineer with 6+ years of experience building and deploying large-scale ML systems for payments, fraud detection, and high-performance AI platforms. I design end-to-end ML pipelines, real-time inference services, and GPU-accelerated training workflows.

I enjoy collaborating with cross-functional teams to translate business and research requirements into production-ready AI systems, improve model accuracy, reduce latency, and scale solutions to millions of users.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Work Experience

AI/ML Engineer (LLM Training Infrastructure & Experimentation Platform) at Anthropic

June 1, 2025 - Present

Led end-to-end LLM training pipelines and data ingestion for multi-terabyte datasets; implemented distributed preprocessing, training orchestration, and model versioning; created restartable, checkpointed pipelines; collaborated with researchers to productionize experimental code and monitor convergence.

Machine Learning Engineer at Stripe

April 1, 2018 - November 1, 2023

Built a shared ML platform across payments, fraud, and risk; created a centralized feature store; implemented data validation and quality checks; automated training/retraining pipelines; integrated model versioning and monitoring; supported low-latency online feature serving and improved platform reliability.