---
title: "Harish Kumar - Machine Learning Engineer in Bengaluru | Tal"
description: "Meet Harish Kumar, Machine Learning Engineer @ Tata Consultancy Services | Data Analysis, Pattern Recognition based in Bengaluru. AI stack includes antigravity, claude, and codex."
image: "https://tal.club/meet/harish-kumar-8/share-image"
---

# Harish Kumar on Tal

## Headline

Machine Learning Engineer @ Tata Consultancy Services \| Data Analysis, Pattern Recognition

## About

Currently working as a Machine Learning Engineer at Tata Consultancy Services, leveraging a Bachelor of Technology in Computer Science from Sree Vidyanikethan Education Trust \(SVET\), Tirupati\. Proficient in data analysis, pattern recognition, and statistics, actively contributing to impactful machine learning solutions\. Previous experience as a Back End Developer at Levyug, showcasing a strong foundation in software development\. Holds certifications in Introduction to Cybersecurity and Cybersecurity Essentials by Cisco, highlighting a commitment to secure and efficient systems\.

## Location

Bengaluru

## AI stack

antigravity

claude

codex

hugging face

langchain

meta

## Work experience

Machine Learning Engineer at Tata Consultancy Services, Jan 2025 \- Present · 1 yr 9 mos, Bengaluru, Karnataka, India

Machine Learning Engineer at Tata Consultancy Services, Jan 2025 \- Present · 1 yr 9 mos, Bengaluru, Karnataka, India

System Engineer at Tata Consultancy Services, Jan 2025 \- Present · 1 yr 9 mos, Working as an ML Engineer in the Netting project, building enterprise\-grade AI pipelines using Django for automated extraction of trade information from customer emails\. Designed and developed end\-to\-end processing pipelines consisting of Payload Validation, Upfront Rejection, Email Analysis, ABBYY OCR, LLM Preprocessing, GPT API Integration, Post\-processing and Callback Publisher modules\. Integrated ABBYY OCR to extract structured text and inline image content from complex trade documents before AI processing\. Developed secure LLM Gateway services for GPT\-based entity extraction from financial documents with optimized prompting and preprocessing\. Built ABBYY Wrapper services and integrated Object Detection models to improve document understanding and extraction accuracy\. Implemented callback publishing through Solace to deliver structured trade data to upstream enterprise systems\. Built and maintained CI/CD deployment pipelines using Docker, Kubernetes and Azure for scalable production deployments\.

Back End Developer at Levyug, Jul 2024 \- Jan 2025 · 7 mos, Hyderabad, Telangana, India

Machine Learning Intern at Levyug, Jul 2024 \- Jan 2025 · 7 mos, Developed an AI\-powered recommendation engine using Hugging Face Transformer embeddings for semantic similarity\-based post recommendations\. Designed real\-time recommendation algorithms using TensorFlow Two\-Tower models to improve personalized content ranking\. Built text embedding pipelines and vector similarity search for scalable recommendation retrieval, improving recommendation quality and latency\.

## Education

Bachelor of Technology \- BTech, Computer Science, Sree Vidyanikethan Education Trust \(SVET\), Tirupati

Bachelor of Technology, Computer Engineering, Sree Vidyanikethan Educational Institutions & Trust

[View the original profile](https://tal.club/meet/harish-kumar-8)

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