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Hello! I’m Sumanth RC, an applied AI engineer with 2+ years of experience in production engineering across industrial operations, perception, observability, CI/CD, and incident workflows. I enjoy turning complex challenges into robust, scalable solutions and collaborating with cross-functional teams to deliver field-ready AI systems. My recent work in 2026 adds AI-native features, RAG, multi-agent systems, LLMOps evaluation, and enterprise-grade B2B SaaS-style product workflows with FastAPI, Langfuse, and Docker. I relish building end-to-end solutions that drive real-world impact and value for customers.…Hello! I’m Sumanth RC, an applied AI engineer with 2+ years of experience in production engineering across industrial operations, perception, observability, CI/CD, and incident workflows. I enjoy turning complex challenges into robust, scalable solutions and collaborating with cross-functional teams to deliver field-ready AI systems. My recent work in 2026 adds AI-native features, RAG, multi-agent systems, LLMOps evaluation, and enterprise-grade B2B SaaS-style product workflows with FastAPI, Langfuse, and Docker. I relish building end-to-end solutions that drive real-world impact and value for customers.

Sumanth RC

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

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Hello! I’m Sumanth RC, an applied AI engineer with 2+ years of experience in production engineering across industrial operations, perception, observability, CI/CD, and incident workflows. I enjoy turning complex challenges into robust, scalable solutions and collaborating with cross-functional teams to deliver field-ready AI systems. My recent work in 2026 adds AI-native features, RAG, multi-agent systems, LLMOps evaluation, and enterprise-grade B2B SaaS-style product workflows with FastAPI, Langfuse, and Docker. I relish building end-to-end solutions that drive real-world impact and value for customers.…Hello! I’m Sumanth RC, an applied AI engineer with 2+ years of experience in production engineering across industrial operations, perception, observability, CI/CD, and incident workflows. I enjoy turning complex challenges into robust, scalable solutions and collaborating with cross-functional teams to deliver field-ready AI systems. My recent work in 2026 adds AI-native features, RAG, multi-agent systems, LLMOps evaluation, and enterprise-grade B2B SaaS-style product workflows with FastAPI, Langfuse, and Docker. I relish building end-to-end solutions that drive real-world impact and value for customers.

Available to hire

Hello! I’m Sumanth RC, an applied AI engineer with 2+ years of experience in production engineering across industrial operations, perception, observability, CI/CD, and incident workflows. I enjoy turning complex challenges into robust, scalable solutions and collaborating with cross-functional teams to deliver field-ready AI systems.

My recent work in 2026 adds AI-native features, RAG, multi-agent systems, LLMOps evaluation, and enterprise-grade B2B SaaS-style product workflows with FastAPI, Langfuse, and Docker. I relish building end-to-end solutions that drive real-world impact and value for customers.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Language

English

Fluent

Work Experience

MLOps Engineer at Energy Robotics

April 1, 2024 - April 1, 2026

Led end-to-end telemetry workflows by routing Python OpenTelemetry traces into Grafana dashboards to support customer-facing field diagnostics. Reduced edge inference latency by 3x by deploying INT8 perception models on NVIDIA Jetson with TensorRT. Improved industrial perception accuracy by 8% through tuning Detectron2 occlusion detection for robot inspection scenes. Cut robot provisioning time by 40% by optimizing Jenkins and GitLab CI pipelines for safety, network, and sensor setup.

Research Assistant at Technische Universität Darmstadt

November 1, 2023 - April 1, 2026

Built low-latency C/C++ packet matching at 100K events/s using lock-free queues and Robin-Hood hashing for streaming telemetry. Automated 20 reproducible Nextflow benchmarks by replaying CPU, memory, and I/O traces with a synthetic Python load generator.

Problem Manager (ITIL V4 certified) at DXC Technology

September 1, 2021 - August 1, 2022

Reduced repeat L3 incidents by 25% through documenting root causes and preventive actions in ITIL V4 knowledge workflows.