---
title: "Shreyas . - Software Development Engineer - Founding Team in Bengaluru | Tal"
description: "Meet Shreyas ., Software Engineer | AI-Powered Systems & Backend Engineering | Immediate joiner based in Bengaluru. AI stack includes aistudio, claude code, and cursor. Explore public work links including github, medium, and shreyescodes.netlify.app."
image: "https://tal.club/meet/shreyas-tc/share-image"
---

# Shreyas \. on Tal

## Headline

Software Engineer \| AI\-Powered Systems & Backend Engineering \| Immediate joiner

## About

I build systems that scale , not just code that ships\. 2\+ years engineering production\-grade, AI\-native platforms at founding\-team pace\. Primary stack: Node\.js \+ Python on AWS and GCP\. Polyglot by necessity, deep by design\. 🔗 Github: github\.com/shreyescodes \| Portfolio: https://shreyescodes\.netlify\.app/ \| LinkedIn: linkedin\.com/in/shreyes19\| Mail : shreyastc19@gmail\.com ━━ What I've shipped ━━ → Workflow Automation SaaS \(MERN · BullMQ · WebSockets · Google Workspace\) Event\-driven backend processing 1,000\+ daily jobs with real\-time orchestration and persistent queue management\. Saved \~3 hrs/user/day\. Stateless Node workers on Redis\-backed BullMQ, WebSocket push for live status, Postgres for audit trail \+ replay\. Designed multi\-tenant cache key namespace to prevent collisions across org boundaries\. → Agentic AI Orchestrator \(LangChain · LlamaIndex · pgvector · OpenAI · Anthropic\) Multi\-LLM RAG pipeline with semantic chunking \+ cosine reranking — lifted retrieval precision \~40%, outperformed Zapier\-equivalent flows by 30% in execution speed\. Evaluated with RAGAS: faithfulness 0\.87, answer relevancy 0\.83 in production eval set\. → API performance overhaul \(Redis · PostgreSQL · Node\.js\) Read\-through caching with TTL\-based invalidation and cache warming on deploy\. 60% p95 latency reduction\. Eliminated redundant DB hits on 80% of read traffic via query plan analysis and N\+1 query fixes\. → Cloud infra & data pipelines \(AWS ECS · GCP Cloud Run · BigQuery · Pub/Sub · Docker\) Multi\-stage Docker builds cut image size 60%\. Staged rollouts with automated smoke tests and rollback gates cut production bugs 25%\. Async Pub/Sub pipeline feeds BigQuery for model analytics and RAG context refresh\. ━━ Stack ━━ Backend: Node\.js · Python · TypeScript · PostgreSQL · Redis · REST · WebSockets · BullMQ Cloud: AWS \(ECS · RDS · S3 · Lambda\) · GCP \(Cloud Run · BigQuery · Pub/Sub\) · Docker · CI/CD AI/Data: LangChain · LlamaIndex · pgvector · RAG · RAGAS · OpenAI · Anthropic APIs Learning: Rust \(ownership model · systems programming\) · Solidity · smart contracts ━━ Background ━━ Best Paper — IETE National Conference\. Karnataka Govt \(KSCST \+ IISc\) sponsored research\. B\.E\. Electronics & Communications, VTU\. Open to: Backend · Platform · AI Engineer · Full\-Stack · Software Engineer Bengaluru \(on\-site\) or Remote\.

## Location

Bengaluru

## AI stack

aistudio

claude code

cursor

langgraph

ollama

## Work experience

Software Development Engineer \- Founding Team at Atrean, Oct 2025 \- Jun 2026 · 9 mos, Bengaluru, Karnataka, India

Associate Software Engineer at Ahana Systems and Solutions Pvt\. Ltd\., Jul 2024 \- Jul 2025 · 1 yr 1 mo, Bengaluru, Karnataka, India

Python Developer at GTPL, Feb 2024 \- May 2024 · 4 mos, Remote, • Built robust Django\-PostgreSQL modules with secure authentication for BFSI workflows, enhancing system reliability\. • Automated business rules to enable faster client processes, streamlining operations in financial services\.

Java development intern at Suven Consultants and Technology Pvt\.Ltd\., May 2022 \- Jun 2022 · 2 mos, Built Java and Spring Boot modules; implemented Spring Boot REST APIs with request validation, exception handling using @ControllerAdvice, and entity mapping via Hibernate/JPA; applied core Java OOP concepts \(inheritance, polymorphism, Collections, multithreading\) and wrote JUnit unit tests for service layer components\.

## Education

Bachelor of Engineering \- BE, Electrical, Electronics and Communications Engineering, Visvesvaraya Technological University

## Public links

- github: https://github\.com/shreyescodes
- medium: https://medium\.com/@shreyescodes
- shreyescodes\.netlify\.app: https://shreyescodes\.netlify\.app/

[View the original profile](https://tal.club/meet/shreyas-tc)

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