.png){kind=logo}
Sadha Alla
Mid-level Software Engineer specializing in Java microservices and ML model integration
Connect with Sadha
Sadha already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Backend/ML platform engineer who owns end-to-end delivery of ML-serving APIs (FastAPI + TensorFlow) and runs them reliably on Kubernetes using ArgoCD GitOps. Has hands-on experience solving production-only issues (probe tuning for model warm-up, resource profiling) and building scalable Kafka streaming pipelines, plus supporting phased on-prem to AWS migrations with dependency discovery and recreation of hidden jobs/workflows.
Experience
Education
Key Strengths
- End-to-end ownership of Python ML-serving API (FastAPI + TensorFlow)
- Production hardening of ML services (input validation/preprocessing to address training-serving skew)
- Kubernetes deployment expertise (Helm, autoscaling, resource tuning, probes, rolling updates)
- GitOps/ArgoCD CI/CD implementation with automated sync and rollback
- Diagnosing and fixing production-only deployment issues (warm-up CPU spikes causing restart loops)
- Designing scalable Kafka pipelines (partitioning, batching, retries, DLQ, lag monitoring)
- Phased on-prem to AWS migration planning with dependency mapping and parallel run/cutover
Discover more candidates like Sadha
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent