---
title: "Jainisha Tejasbhai Choksi - System Engineer in Gandhinagar | Tal"
description: "Meet Jainisha Tejasbhai Choksi, Machine Learning Engineer | NLP • Time Series • AI Pipelines based in Gandhinagar. Explore public work links including github."
image: "https://tal.club/meet/jainisha-tejasbhai-choksi/share-image"
---

# Jainisha Tejasbhai Choksi on Tal

## Headline

Machine Learning Engineer \| NLP • Time Series • AI Pipelines

## About

Machine Learning Engineer with around 2 years of experience at TCS, specializing in time series forecasting, NLP, and AI\-driven analytics\. Hands\-on experience in building end\-to\-end ML pipelines, crime prediction models, intent classification systems, and AI\-powered reporting tools using Python, XGBoost, LightGBM, LangChain, and REST APIs\. Worked on forecasting models achieving up to 10\.22% MAPE at state level, designed NLP\-based chatbots for enterprise navigation, and implemented OCR\-based invoice automation pipelines\. Strong foundation in data preprocessing, feature engineering, model evaluation, and deploying ML solutions in production environments\. Actively seeking opportunities in Machine Learning Engineer / Data Scientist roles\.

## Location

Gandhinagar

## Work experience

System Engineer at Tata Consultancy Services, Nov 2024 \- Present · 1 yr 6 mos, Ahmedabad, Gujarat, India, Developed time\-series crime prediction models using ARIMA, SARIMA, Random Forest, XGBoost, and LightGBM Achieved 10\.22% MAPE for Gujarat state\-level forecasting Designed AI\-driven report insight generation system using GPT\-4o Mini Built NLP\-based chatbot for direct UI navigation using intent classification Implemented invoice automation pipeline using OCR to extract structured data Integrated ML models into enterprise systems using REST APIs & Python

Data Scientist at Meta Scifor Technologies, Jan 2025 \- Jul 2025 · 7 mos, Greater Bengaluru Area, • Developed interactive dashboards using Power BI for government\-associated organizations to visualize employee\-related data\. • Designed data models, KPIs, and reports to support operational and administrative decision\-making\. • Performed data cleaning, transformation, and validation to ensure accuracy and consistency across reports\. • Collaborated with stakeholders to understand reporting requirements and translate them into actionable dashboards\. • Improved data accessibility and reporting efficiency through automated and well\-structured visual analytics\.

Data Scientist at Clomotech, May 2023 \- Aug 2023 · 4 mos, India, Built ML models and preprocessing pipelines Worked on forecasting and classification problems

Machine Learning Engineer at Cynaptics Club, IIT Indore, May 2023 \- Jul 2023 · 3 mos, India, We have tried to implement the idea of trying clothes online using Computer Vision\. And it was named as TryOnAI \. Link: https://github\.com/CynapticsAI/TryOnAI

Social Media Coordinator at Valay \- mini VMC and Engraving Machines, Jan 2022 \- Jul 2022 · 7 mos, Rajkot, Gujarat, India, We have implemented SEO and handling Social Media Accounts for the company\.

## Education

Master of Technology \- MTech, Computer and Information Sciences and Support Services, Dhirubhai Ambani Institute of Information & Communication Technology, Gandhi Nagar

Bachelor of Engineering \- BE, Computer Science, MARWADI EDUCATION FOUNDATIONS GROUP OF INSTITUTIONS\-FACULTY OF TECHNOLOGY, RAJKOT\-097

## Public links

- github: https://github\.com/Jainisha25

[View the original profile](https://tal.club/meet/jainisha-tejasbhai-choksi)

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