Omkar Katta
@omkarkatta
I’m a backend engineer building high-throughput Django/Python services, data platforms, and developer tooling.
What I'm looking for
I’m a backend engineer with 3 years building high-throughput Django/Python services, data platforms, and developer tooling. I’m driven by system design and measurable performance improvements, and I enjoy turning reliability and latency goals into clean, scalable implementations.
At UniAcco, I shipped APIs handling thousands of concurrent leads and reduced production latency 7.5× by rewriting ORM queries and layering Redis caching on high-traffic endpoints. I also improved developer throughput by shrinking Docker images (2.5GB→900MB) and cutting CI/CD build time (2m40s→1m30s) using GitHub Actions Docker layer caching. On the data/ops side, I built a bulk API with atomic transactions, Celery async workers, and S3 uploads, and I designed an Airflow orchestration platform with reusable DAG templates to reduce ETL deployment lead time by 40%.
Previously at Brane Enterprises, I increased data processing throughput by 20% by re-architecting Django REST APIs with optimized PostgreSQL queries and SQLAlchemy connection pooling. I reduced API error rate by 35% through a service-layer abstraction that decoupled business logic from I/O, and I sped up team execution by standardizing Git branching, PR review checklists, and automated CI/CD pipelines.
As a Data Engineer at Rapido, I improved analyst model accuracy by 15% with an end-to-end Data Health monitoring feature using Python, Spark, Airflow, and PostgreSQL. I also extended a SQL parser to support multiple CTEs for better query efficiency (30%) and deployed the platform on Kubernetes to achieve a 99.9% uptime SLA. Outside core delivery, I published an open-source “route-guard” Claude Code plugin that enforces deterministic token-budget governance to prevent runaway token consumption.
Experience
Work history, roles, and key accomplishments
Software Development Engineer
UniAcco
Jan 2025 - Present (1 year 5 months)
Reduced Docker image size 2.5GB→900MB (64%) and cut container start time 36% via multi-stage builds. Improved P95 API latency 1.5s→200ms (7.5×) by rewriting ORM queries and adding Redis caching; built bulk lead reassignment APIs processing thousands of records with Celery and atomic transactions.
Software Development Engineer
Brane Enterprises
Jan 2024 - Sep 2024 (8 months)
Increased data processing throughput 20% by re-architecting Django REST APIs with optimized PostgreSQL queries and SQLAlchemy connection pooling. Reduced API error rate 35% using a service-layer abstraction and improved bug resolution time 25% through Git standards, PR review checklists, and automated CI/CD pipelines.
Data Engineer
Rapido
Jul 2023 - Dec 2023 (5 months)
Improved analyst model accuracy 15% by building an end-to-end data health monitoring feature using Python, Spark, Airflow, and PostgreSQL. Increased query processing efficiency 30% by extending a SQL parser for multi-CTE and nested query patterns, and achieved 99.9% uptime SLA by deploying the platform on Kubernetes.
Education
Degrees, certifications, and relevant coursework
National Institute of Technology, Warangal
Bachelor of Technology, Computer Science and Engineering
2019 - 2023
Completed a B.Tech in Computer Science and Engineering at NIT Warangal from Aug 2019 to May 2023.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Salary expectations
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