Tahmeer Pasha

Tahmeer Pasha

Backend engineer
building systems that scale.

Backend Software Engineer with 1+ year of experience building production-grade Java + Spring Boot microservices and AWS event-driven pipelines. Delivered systems handling 10k+ events/day and ingestion workflows processing 1M+ records.

10k+events/day handled
1M+records processed
30%latency reduction
15%infra cost saved

I build backend systems — not just UIs.

I'm Tahmeer Pasha, a Backend Software Engineer at Webknot Technologies, Bengaluru. I design and implement production-grade systems — microservices, event-driven pipelines, and cloud-native architectures.

My work spans Spring Boot microservices handling 10k+ events/day, AWS Lambda pipelines processing over a million records per run, and Elasticsearch search systems operating at sub-200ms latency — all running in live production.

I'm actively strengthening DSA and Low-Level Design skills, targeting SDE roles at product-based companies.

Education

BE · Information Science & Engineering

HKBK College of Engineering, Bengaluru — CGPA 8.22

Nov 2020 – May 2024

10k+

events/day

Microservices with retry + idempotency

1M+

records per run

AWS Lambda + Step Functions pipelines

30%

latency reduction

Composite index optimisation on PostgreSQL

15%

infra cost saved

S3 lifecycle policies + DB audits

Where I've worked

Software DeveloperFull-time

Webknot TechnologiesBangalore, India

Nov 2024 – Present
  • Owned Spring Boot microservices handling 10k+ events/day; implemented retry + idempotency patterns to maintain <0.1% failure rate.
  • Integrated Elasticsearch fuzzy search, improving relevance and cutting search response time by 30%.
  • Designed fault-tolerant AWS Lambda + Step Functions ingestion pipelines processing 1M+ records with zero execution failures in production.
  • Optimized PostgreSQL queries using composite indexing, reducing median latency by 30% (240ms → 168ms).
  • Reduced AWS infrastructure cost by 15% through S3 lifecycle policies and database usage audits.
JavaSpring BootAWS LambdaStep FunctionsPostgreSQLElasticsearchDynamoDB

Full Stack DeveloperInternship

Webknot TechnologiesBangalore, India

Jun 2024 – Oct 2024
  • Built real-time healthcare analytics backend using NestJS, MQTT, and WebSockets for live production dashboards serving concurrent users.
  • Delivered reporting and alerting workflows, cutting dashboard data refresh time by 40%.
NestJSMQTTWebSocketsNode.js

What I work with

Backend & Languages

JavaSpring BootJPA/HibernateNode.jsNestJSJavaScriptSQL

Data & Search

PostgreSQLMySQLMongoDBElasticsearchDynamoDB

Messaging & Real-time

Apache KafkaMQTTWebSockets

Cloud & Infrastructure

AWS LambdaStep FunctionsS3API GatewayDocker

Frontend

React.jsNext.jsTailwind CSSTypeScript

Tools & Practices

GitPostmanLinuxLow-Level DesignOOPSMicroservices

Production systems I've built

End-to-end backend systems — not side projects or tutorials. Real codebases, real users, real constraints.

Production · 20k+ users

Hirebright AI – Greenlight Platform

End-to-end hiring platform powering job workflows for 20k+ users

  • Developed REST APIs for job and employer workflows, supporting 20k+ users across hiring pipelines.
  • Implemented a secure Magic Link authentication system using tokenized, one-time access flows for assignment sharing.
  • Engineered Elasticsearch fuzzy matching with optimised DB queries, achieving 30% faster search response times.
Spring BootPostgreSQLKafkaElasticsearchJava
Production · 1M+ records · 25GB+ DB

RVL – Racing Data Platform

AWS-native ingestion and sync pipelines processing 1M+ records per run

  • Re-architected ingestion and sync pipelines using AWS Step Functions and Lambda to reliably process 1M+ records per run.
  • Designed batch-based workflows (2k records/batch) with conditional execution to handle large refresh jobs within Lambda limits.
  • Managed a 25GB+ PostgreSQL database and automated reconciliation between PostgreSQL and DynamoDB, reducing data mismatches by 90%.
AWS LambdaStep FunctionsDynamoDBPostgreSQLJavaScript

Earlier Work & Experiments

A collection of my earlier frontend and full-stack projects that track my growth as an engineer. These showcase my foundational work across React, Next.js, and vanilla JavaScript.

Social Sphere

An AI-assisted content creation and management platform for organizing social media strategies.

NextJSExpressJSMongoDBAWS

WearTruth Ecommerce

A full-stack e-commerce platform dedicated to delivering diverse themed products with user-generated stories.

NextJSSpring BootHibernateAWS

Youtube Clone

A lightweight Youtube clone app allowing users to search and watch video content.

NextJS

Socialite

A simple social media application letting users post daily updates and events.

React.js

Randomizer

A utility app for generating random numbers, letters, and shuffling lists.

React.js

To-Do List

A task management application with full CRUD capabilities.

React.js

Snake Xenzia

A classic browser-based implementation of the retro Snake game.

Javascript

ASCII Code Generator

A tool that reveals the ASCII character codes for any keyboard input.

Javascript

Let's talk

I'm open to Backend / Full-Stack SDE roles at product-based companies. If you'd like to connect, feel free to reach out through the form or directly via email.

Tahmeer Pasha

Backend Software Engineer

tahmeer.work@gmail.com
Bengaluru, India

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