---
title: "panchada Vamsi - Software Engineer in Bengaluru | Tal"
description: "Meet panchada Vamsi, Data Engineer | Software Engineer based in Bengaluru. AI stack includes anthropic apis, claude code, and claude."
image: "https://tal.club/meet/panchada-vamsi/share-image"
---

# panchada Vamsi on Tal

## Headline

Data Engineer \| Software Engineer

## About

As a Software Engineer at Teikametrics, I specialize in building and optimizing real\-time data pipelines for large\-scale e\-commerce analytics\. Using Scala, Apache Spark Streaming, Databricks, Delta Lake, and SQL, I design scalable incremental data workflows, develop complex data transformations, and improve system reliability, performance, and efficiency\. In addition to data engineering, I have built AI\-powered analytics systems that help organizations identify operational pain points, uncover anomalies and trends, and better understand the signals within their data\. These systems combine large\-scale data processing with AI\-driven analysis to turn complex datasets into actionable insights, enabling teams to diagnose issues faster, streamline systems, and make more informed decisions\.

## Location

Bengaluru

## AI stack

anthropic apis

claude code

claude

langchain

langfuse

openai

## Work experience

Software Engineer at Teikametrics, Jun 2025 \- Present · 1 yr 4 mos, Remote, • Built and optimized real\-time data pipelines using Scala and Apache Spark Streaming on Databricks for large\-scale e\-commerce analytics\. • Designed incremental and fault\-tolerant streaming workflows using checkpointing and Delta Lake\. • Implemented complex SQL transformations and aggregations on high\-volume datasets\. • Optimized Spark jobs to improve performance and reduce compute cost\. • Maintained Java\-based Maven projects supporting scalable data applications\. • Automated deployment and operational tasks using shell scripts and Makefiles\.

Associate Engineer at Crayon Data, Aug 2023 \- Jun 2025 · 1 yr 11 mos, Chennai, Tamil Nadu, India, • Designed and deployed end\-to\-end ETL pipelines using Scala and Apache Spark, orchestrated with Airflow and Jenkins\. • Built schema auto\-mapping frameworks in Python to simplify and speed up client onboarding\. • Developed metadata crawlers for S3 to extract Parquet and Delta Lake schemas, improving data governance\. • Created NLP\-based data validation tools enabling non\-technical users to define and enforce dataset rules\. • Deployed custom LLMs on Kubernetes with FastAPI and CLI access for scalable inference\. • Supported large\-scale production pipelines with performance tuning, monitoring, and issue resolution\.

## Education

Bachelor's degree, Information and Communication Technology, Shanmugha Arts, Science, Technology & Reserch Academy \(SASTRA\), Thanjavur

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

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