abishek.Say hello ↗

SITE RELIABILITY ENGINEER · BIRMINGHAM, AL

Hi, I’m Abishek.

I write code, untangle production problems, and work on the infrastructure behind AI.

Currently at Motion Industries. My work sits somewhere between backend engineering, distributed systems, and figuring out why something broke.

Python · Kubernetes · A lot of troubleshooting

A little corner of the internet, by me.
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Building thingsPython & distributed systems
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Figuring things outOne trace at a time
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Always learningAI infrastructure & reliability

01 / SELECTED WORK

Things I’ve worked on.

A personal project and a few engineering problems from my day job.

ML inference on Kubernetes

A Python and FastAPI inference project on GKE, sustaining sub-120ms p95 latency through simulated 5× traffic surges, with end-to-end telemetry.

Personal project · Details ↗

Tracing & incident response

Distributed tracing and machine-readable runbooks helped cut MTTR by approximately 65%. Error-budget alerts helped reduce alert fatigue by approximately 40%.

At Motion Industries · Experience ↗

Automating model evaluation

At Motion Industries, I established an AI governance framework and automated verification services to evaluate models, promote compliant weights, and clean up failed GPU workloads.

More in my resume ↗

02 / EXPERIENCE

What I do day to day.

Site Reliability Engineer at Motion Industries.
Contract via Aurum Data Solutions · December 2023–present.

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Scaling agent workloads

Scaled GKE agent workloads from 20 to 200 branches. Asynchronous Python workers, pooled database connections, and KEDA autoscaling helped drain persistent 500+ message backlogs to near-zero.

PythonGKEKEDA
1 of 3
Enterprise rollout10×

20 → 200 branches

From my work at Motion Industries

03 / TOOLKIT

Tools I work with.

The languages and systems I reach for.

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Software & systems

Python, Go, Bash, SQL, C++
REST APIs, gRPC, Protocol Buffers
Async I/O and thread synchronization

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Cloud & AI infrastructure

GCP, GKE, Kubernetes, Docker
Redis Streams, Pub/Sub, KEDA
Cloud TPU, NVIDIA L4/T4, Terraform

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Reliability & delivery

OpenTelemetry, Datadog, Prometheus
Grafana, Jaeger, LangSmith
SLOs, Helm, ArgoCD, CI/CD

04 / A LITTLE ABOUT ME

Beyond the job title.

I care about what happens after the code ships.

I work across backend engineering, AI infrastructure, and SRE—connecting reliable software with the systems that keep it running. Based in Birmingham, Alabama, and open to relocation.

Say hello ↗
Education

B.S. in Computer Science

Troy University · May 2026

Distributed Systems · Operating Systems
Computer Networks · Data Structures & Algorithms
Certifications · 2024

AWS Solutions Architect – Associate

AWS Certified Cloud Practitioner

KEEP IN TOUCH

Thanks for stopping by.

Want to talk engineering, ask about my work, or just say hi?

abhishekkc701@gmail.com ↗