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About

Senior Data Scientist / AI Engineer with 8+ years in Python, GenAI, LLMs, Prompt Engineering, RAG, Context Engineering, MCP, LangChain, LangGraph, and Agentic AI. Experienced in AI workflows, model selection, architecture design, and building reliable, scalable, secure AI solutions for measurable key business outcomes.

Experience4

  1. Associate Manager Data Science

    Mar 2023 — Present

    Kraftheinz · Ahmedabad

    Built an Agentic AI-powered HR automation system using MCP and OpenAI, enabling automated employee onboarding, leave, meeting, ticketing, and email workflows through 10+ enterprise tools. Developed GenAI-powered invoice assistant chatbot reducing manual finance query resolution effort by 60% and improving turnaround time by 40%. Developed ElasticNet regression models using PySpark on Databricks to predict base volume, enabling quantification of incremental promotional lift and identification of high/low ROI promotions.

    • Reduced manual finance query resolution effort by 60%
    • Improved turnaround time by 40%

  2. Machine Learning Engineer

    Feb 2022 — Feb 2023

    Dvara E-Dairy · Chennai

    Developed a YOLO-based computer vision solution for cow udder and muzzle detection to enable unique animal identification, helping insurance companies streamline policy issuance and claims processing. Developed a TensorFlow-based image classification model to distinguish between cows and buffaloes, enabling automated segregation of thousands of images.

  3. Machine Learning Engineer

    Jan 2020 — Jan 2022

    Cimcon Software · Ahmedabad

    Developed machine learning–based anomaly detection solutions using LSTM to identify abnormal patterns in product 3-axis vibration and temperature sensor data, enabling real-time monitoring, automated alerts, and Power BI dashboard visualization to improve product reliability and operational efficiency. Designed an object detection solution for automated bag counting using TensorFlow and SSD MobileNet.

  4. Machine Learning Engineer

    Apr 2017 — Dec 2019

    Quess Indian pvt ltd · Ahmedabad

    Built KPI monitoring dashboards using Tableau. Manipulated operational data using SQL for performance reporting. Supported stakeholders in understanding operational metrics and trends.

Projects6

  • HR Assist – Agentic AI HR Automation System · HR

    Built an AI-powered HR automation system using Model Context Protocol (MCP) for natural-language execution of employee onboarding and HR workflows.

    • Python
    • MCP
    • OpenAI
    • Agentic AI
    • Pydantic

  • Smart Invoice Assistance

    Built an AI-powered chatbot that extracts invoice details from user input, provides real-time invoice status updates, and automates workflows using LLMs and Python.

    • Python
    • Generative AI
    • LangChain
    • RAG
    • Prompt Engineering

  • Price & Promotion Strategy

    Developed a Retailer PPG SKU Price Promotion Prediction model using ElasticNet regression, enabling the revenue department to make informed decisions regarding product promotions.

    • Databricks
    • pyspark
    • python
    • Regression

  • Object Detection

    Developed an ML-based computer vision model using the YOLO algorithm to detect and identify cow udders and muzzles, creating unique IDs for cow identification.

    • YOLO
    • TensorFlow
    • python
    • computer vision

  • Bag Detection and Counting

    Designed and deployed an object detection model for automated bag counting using TensorFlow and SSD MobileNet algorithm.

    • TensorFlow
    • SSD MobileNet
    • LabelMe
    • OpenCV
    • Python

  • Anomaly Detection

    Developed and deployed regression-based machine learning models to detect hardware anomalies in real time, improving product reliability, diagnostic accuracy, and operational efficiency.

    • Machine Learning
    • Statistics
    • python
    • sql
    • visualization

Education2

  • Bachelor of Computer Applications

    2017 — 2020

    Gujarat University

  • Bachelor of Engineering

    2012 — 2016

    Gujarat University

    Electronic and Communication

Certifications6

  • Deep Learning Advanced

    Code Basics

  • Master Machine Learning for Data Science and AI

    Code Basics

  • Natural Language Processing

    Code Basics

  • SQL

    HackerRank

  • SQL Advanced For Data Professionals

    Codebasics

  • GenAI

    Codebasics