Ujjwal Yeole
Bengaluru
Summary
An organized and motivated individual, eager to utilize time management and organizational skills across diverse settings. Seeking data analytics domain-related opportunities to enhance abilities while contributing to company growth.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Deputy Manager - Parts and Service Commercial
Volvo Trucks India
Bengaluru
06.2023 - Current
- Predicting Failure Code Group of a failed part using the CNN Model.
- 1) Built a model to automatically identify the failure code group of failed automobile parts by providing image as an input
- 2) Performed Data Pre-processing, Image pre-processing, Data augmentation and Testing
- 3) Used gridsearchCV to tune various hyperparameters involved in CNN
- 4) A precision of 0.65 and Recall of 0.95 is obtained using Convolutional Neural Network.
- Implementation of the Python library Pandas to analyze the parts consumption retail dump data from overall India to gain insights from it.
- Applied SQL to analyze site parts consumption data to identify areas of improvement and achieved a 10% increase in parts penetration.
- Created dashboards using tools like Power BI to understand parts consumption across different regions and customers, to understand local purchases, and to increase parts penetration.
Data Science Intern
The Sparks Foundation
Online
05.2022 - 08.2022
- Sentiment Analysis of News Headlines
- 1) Developed Random Forest and Naive Bayes classifier to predict stock by using sentiment analysis of news headlines
- 2) Achieved the best accuracy in the Random Forest classifier and created a confusion matrix for both algorithms
- Demand Prediction using time series forecasting
- 1) Performed ADF test for stationary and used PACF and ACF plot to set hyperparameter value for ARIMA
- 2) Achieved accuracy of 24.2% and 17.8% MAPE by implementing ARIMA & Facebook's Prophet model.
Education
M-Tech - Manufacturing Science And Technology
IIT Kharagpur
Kharagpur, West Bengal05-2023
M-Tech - Industrial Engineering
NIT Nagpur
Nagpur, Maharashtra05-2021
B.E - Production Engineering
Sinhgad College of Engineering
Pune, Maharashtra05-2019
Skills
- Python / C /C
- Data Analysis
- Machine Learning
- Deep Learning (ANN, CNN)
- PowerBI
- SQL
- Statistics
- Natural Language Processing (NLP)
- Scikit-Learn, Keras, Spacy, TensorFlow
- Supply Chain Management
- Logistics
Accomplishments
- Qualified for GATE Examination for 3 consecutive years 2019,2020,2021 with the best score of 636 in GATE 2021
Certification
- Data Science with Python: Great Learning Academy
- Machine Learning A-Z: Hands-On Python in Data Science: Udemy
- SQL for Data Science: Great Learning Academy
Timeline
Deputy Manager - Parts and Service Commercial
Volvo Trucks India
06.2023 - Current
Data Science Intern
The Sparks Foundation
05.2022 - 08.2022
M-Tech - Manufacturing Science And Technology
IIT Kharagpur
M-Tech - Industrial Engineering
NIT Nagpur
B.E - Production Engineering
Sinhgad College of Engineering
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