CVML-Multi-Purpose
CVML Application Dashboard
Computer Vision Machine Learning Dashboard demonstrated via Streamlit.
Senior Data Scientist
🌾John Deere India Pvt. Ltd. 🚜
- Pune, Maharashtra India
- 5+ Years Exp.
- 50+ AI & ML Projects
- Deployed ML Systems
- LLM & GenAI Product Development
NLP / PYTORCH
Retail Chatbot
PyTorch-based NLP chatbot for retail environments and assistance.
EDGE AI
Running Local AI on Android Phone
Demonstrating capable large language models running entirely on-device via Termux.
Advanced ML
Labour Standard & Actual Cycle Time Prediction
Predicted cycle times for 12 manufacturing operations (Bending, Painting, etc.) to optimize planning.
Savings: 1200 Hrs/Year | Cost Avoidance: ~$27k | Patented Internal.
CVML-Object Detection
Tractor Chassis Object Detection (YOLOv8)
Real-time detection of 18 critical components on chassis assembly lines to prevent missing parts.
Accuracy: 95% | Efficiency: 1800 Hrs/Year savings.
CVML-OCR
Engraved Serial Number OCR
Automated extraction of serial numbers from engine blocks, replacing manual recording.
Accuracy: 98% | Efficiency: 2500 Hrs/Year savings.
Power Apps and Automate
Process Validation Audit Power App
Automated quarterly audit checks, data storage, and email communications for Quality teams.
Efficiency: Saved 30 mins per audit.
MAP
Utility Space Planning Tool
Optimized Plant Utility Installation Locations Finder by using Automated GIS, Design Calculations and Optimization.
Deployed on AWS EC2.
CVML
Gearbox Price Analysis
Predicting gearbox prices based on torque and IP rating to streamline quoting.
R2 Score: 94% | Deployed on Heroku.
GENAI
Product Info & Sales Chatbot
Chatbot for customer reviews, product info, and service offerings to reduce waiting time.
Accuracy: >90% | Integrated with company website.
Present
Senior Data Scientist
John Deere India Pvt. Ltd.
Leading AI initiatives within the John Deere Tech Stack, leveraging Computer Vision and Deep Learning to develop end-to-end Smart Factory solutions that automate weld inspection, assembly verification, and real-time process optimization.
- Spearheading GenAI/LLM Proofs of Concept for internal knowledge bases.
- Optimizing object detection pipelines for tractor chassis assembly.
Dec 2022 - May 2025
Data Scientist
Cyient Ltd
Contributed to critical Data Science, Full Stack and GenAI projects focusing on automation and efficiency.
- Developed cycle time prediction models reducing line stoppages.
- Implemented Serial Number OCR system improving tracking accuracy.
- Most Valuable Performer Bronze - Individual (FY 22-23) & Team (FY 23-24).
June 2019 - May 2022
Data Scientist
QTAPL
Developed ML models for pricing analysis and CV models for assembly verification.
- Developed Gearbox Price Analysis model with 94% R2 score.
- Deployed Gear Orientation Predictor (CVML) saving 2000 Hrs/Year.
- Best Young Achiever of the Year (FY 21-22).
2018
BE Mechanical
D Y Patil College of Engineering Pune (SPPU)
Score: 75.06%
2014
12th (HSC)
Shri Nagesh Jr. College Jamkhed
Score: 63.54%
2012
10th (SSC)
Shri Bhairavnath Vidyalaya Jamkhed
Score: 79.09%
Collaboration Interests
I’m open to collaborating on:
- Generative AI & LLM Applications
- Machine Learning Research
- NLP & Deep Learning
- AI-powered Products
- GIS & Geospatial AI
- Research Publications