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Waleed Ch

@waleedch

Senior AI Engineer at Evolve Squads building multi-agent clinical exam simulations that cut editorial turnaround by 40%.

United States

Message

At Evolve Squads, I architected and deployed a multi-agent clinical exam simulation system using LangGraph and Azure OpenAI. Its AgentOps-driven self-correction loops, tool-calling, and stateful orchestration cut editorial turnaround by 40%.

I also engineered agentic RAG pipelines for complex medical case studies and built MLOps and LLMOps platforms across AWS SageMaker, Azure ML, and GCP Vertex AI. Previously, at Dell Technologies (SecureWorks), I scaled real-time security telemetry pipelines and established monitoring and automated retraining that sustained 98%+ prediction accuracy.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Engineer

Current

Evolve Squads

Sep 2023 - Present (3 years)

Architected and deployed a production multi-agent AI simulation system for clinical exam preparation using LangGraph and Azure OpenAI, cutting editorial turnaround by 40%. Engineered agentic RAG pipelines and built end-to-end MLOps and LLMOps platforms across AWS, Azure, and GCP.

LangGraph Azure OpenAI RAG MLOps LLMOps AgentOps AWS Sagemaker Azure ML GCP Terraform ArgoCD Docker Kubernetes Python HIPAA

Senior ML Engineer

Dell Technologies (SecureWorks)

Jan 2017 - Aug 2023 (6 years 7 months)

Engineered and scaled production-grade ML pipelines, transitioning research prototypes into high-throughput microservices processing real-time security telemetry with sub-second latency. Established MLOps monitoring and observability frameworks, sustaining 98%+ prediction accuracy in production.

MLOps DataOps GitOps CI CD Docker Kubernetes A B Testing Drift Detection Deep Learning Python

Education

Degrees, certifications, and relevant coursework

Brown University

Bachelor of Science, Computer Engineering

Grade: 3.7/4.0

Activities and societies: Awarded a full four-year merit scholarship. Active member of the Brown Computer Science Society and ACM student chapter; served as a teaching assistant for introductory programming and data structures courses.

B.Sc. in Computer Engineering from Brown University, graduating in December 2015 with a GPA of 3.7/4.0.