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Samba Siva Reddy

Database Engineer · PostgreSQL Internals · Distributed Systems · Systems Programming

Hyderabad, India

Summary

Database Engineer working on PostgreSQL internals — the query planner, executor and storage engine. I care about query optimization and distributed systems, and I build developer tools in Go and Rust.

Open Source

PostgreSQL Core — Authored a patch adding an extension hook into ANALYZE's sample-row acquisition path, enabling plugins to supply custom sampling strategies for statistics collection; currently under community review in Commitfest PG20-1 (target: PostgreSQL 20). commitfest.postgresql.org/patch/6939

Experience

AI Engineer (Database & PostgreSQL Internals)

September 2026 – Present
Teradata• Hyderabad, India

Working on PostgreSQL internals and distributed database systems.

Member Technical Staff

June 2023 – September 2026
Zoho Corporation• Chennai, India

Worked on the core of Zoho's distributed PostgreSQL — the planner, executor, COPY framework and connection management — with a focus on correctness, scalability and performance.

  • Worked extensively on core PostgreSQL internals including the Planner, Executor, COPY framework, and connection management to support custom distributed database architectures, ensuring correctness, scalability, and high performance.
  • Architected a cross-shard statistics aggregation pipeline that propagates shard-level statistics to coordinator-level PostgreSQL statistics, enabling the query planner to make accurate cardinality estimates and optimize repartition strategies.
  • Replaced bulk shard-metadata caching with a lazy, incrementally-populated key-cache system, eliminating a 200ms+ cold-start penalty on initial connections and reducing p99 insert latency by 8x (from 200ms to 25ms).
  • Engineered cross-engine query features that enabled external database nodes (e.g., MySQL) to register under a PostgreSQL coordinator, facilitating transparent query execution across heterogeneous environments.
  • Optimized data transfer pipelines using efficient serialization and compression techniques, achieving up to a 5x performance improvement in overall query execution.
  • Designed high-performance pagination systems to eliminate OFFSET-based performance bottlenecks and executed zero-downtime database migrations using blue-green deployment strategies to ensure uninterrupted production traffic.
Database Internals
PostgreSQL
Distributed Systems
Query Optimization
C
Python
Java
Shell Scripting

Project Trainee

January 2023 – May 2023
Zoho Corporation• Chennai, India

Built a query-statistics PostgreSQL extension to learn the internals and get familiar with the codebase.

  • Designed and implemented a PostgreSQL extension that hooks into the query planner to count the queries executed against each table.
  • Used PostgreSQL hooks to intercept each query's type and record counts in a custom stats table that users can query for insight into access patterns.
PostgreSQL
C Programming
Database Internals
Shell Scripting

Technical Skills

CS Core Concepts

Data Structures
DBMS
System Design
Database Internals
OS

Languages

C
C++
Rust
Go
Python
JavaScript
Java
HTML
CSS

Frameworks & Libraries

React.js
Node.js
Express.js
Go Gin
Next.js

Databases

PostgreSQL
MySQL
MongoDB

DevOps & Tools

Docker
Git
Linux
CI/CD

Education

Bachelor of Technology in Computer Science

2019 - 2023
Gayatri Vidyaparishad College of Engineering

Links