---
title: "Ayna Nihal - ML Data Operations Associate in Bengaluru | Tal"
description: "Meet Ayna Nihal, Data Processing & Operations Associate | Open to Work based in Bengaluru. AI stack includes claude, gemini, and openai."
image: "https://tal.club/meet/ayna-nihal/share-image"
---

# Ayna Nihal on Tal

## Headline

Data Processing & Operations Associate \| Open to Work

## About

I’m a results\-driven ML Data Operations professional with 1\.3 years of experience at Amazon, ensuring high\-quality data pipelines for machine learning model development\. My work focused on analyzing and annotating large\-scale video datasets, identifying root causes of data inconsistencies, and maintaining 99%\+ accuracy while consistently exceeding productivity goals\. I’m passionate about the intersection of data, AI, and process optimization, and I enjoy transforming unstructured data into meaningful insights that help train smarter models and improve business outcomes\. I’m currently exploring opportunities where I can apply my analytical mindset, precision, and collaboration skills to deliver impact\.

## Location

Bengaluru

## AI stack

claude

gemini

openai

## Work experience

ML Data Operations Associate at Amazon, Sep 2024 \- Present · 2 yrs 1 mo, India

Catalogue Management Intern at Scapia, Dec 2022 \- Mar 2023 · 4 mos, India, Key responsibilities: Creating and maintaining a comprehensive catalogue of products or services offered by the company\. Organizing and categorizing products within the catalogue based on relevant criteria such as product type, industry, features, or attributes\. Regularly updating the catalogue to reflect changes in product offerings, pricing, availability, and any other relevant details\. Managing product data and ensuring the accuracy, completeness, and consistency of information such as product codes, descriptions, specifications, and pricing\. Conducting quality checks to ensure that the catalogue content and information are error\-free, consistent, and meet established standards\. Collaborating with various teams such as marketing, sales, and product development to gather product information, obtain updates, and address any catalog\-related queries or issues\. Monitoring and analyzing the performance of the catalogue, including customer engagement, conversion rates, and sales\.

Event Management Intern at Beat Battalion, Oct 2021 \- Jul 2025 · 3 yrs 10 mos, Bengaluru, Karnataka, India, Key responsibilities: Event Planning\. Logistics Management\. Budgeting and Financial Management\. Event Promotion and Marketing On\-site Event Execution Risk Management post\-event Evaluation and Analysis

## Education

Bachelor of vocational studies\- B\. Voc, Vocational studies\(Hospitality and tourism\), Mount Carmel College, Palace Rd, Bengaluru

Pre University, St\. Joseph's Pre\-University College

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

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