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Sushant PatilSP

Sushant Patil

@sushantpatil

Data Scientist at Tvarit GmbH

Mumbai, India

Tvarit GmbHIndian Institute of Technology, Dharwad

Sushant Patil is a Data Scientist specializing in solving challenging problems in the manufacturing sector. He utilizes data-driven decision making and machine learning applications, focusing on areas like Predictive Analytics, Deep Learning, and Model Deployment. His experience includes leading projects for scrap reduction and process optimization.

Experience

Data Scientist

Tvarit GmbH

Jul 2022 - Present

Promoted within a six-month timeframe for exceeding goals and supporting company culture. Working with Delivery Team to develop and deliver meaningful recommendations to the client through Scrap Reduction, Process Optimization using Prescriptive & Predictive Machine Learning. Leading Sand Casting & Gravity Die Casting projects for Prescriptive Quality(PsQ). Actively involved in discussions with Industry Process Experts to spearhead major improvements in Scrap Optimization. Actively working with Infrastructure Team to architect and develop Model Deployment & Retraining Framework. Compiling the most penetrating, exhaustive and objective questions to gain Business Insights. Experience in client-facing, translating technical concepts to non-technical audiences.

Associate Data Scientist

Tvarit GmbH

Feb 2022 - Jul 2022

Championed company’s first Gravity Die Casting project and delivered a 28% reduction in scrap from 9.31% to 6.71% using Prescriptive Quality(PsQ). Developed a scalable feature engineering module befitting to all machines + molds in production. Adhered closely to technical policies and seeking creative alternatives for project execution, leading to increased customer satisfaction. Consistently proposed appropriate insights using Root Cause Analysis and helped the client in process improvement. Completed extensive courses to learn how to effectively read, reuse, maintain and debug your code using documentations. Leading restructuring initiatives in developing Onboarding Framework and Documentation Framework.

Research Associate

SAMEER, IIT Bombay

May 2019 - Jul 2019

In collaboration with Prof. Vikram M Gadre, Department of Electrical Engineering, IIT Bombay. Internship under the guidance of Dr.Dharmesh Verma, Senior Research Scientist, SAMEER, Govt. of India, IIT Bombay. Learned about the basics of MRI and performed a simulation on the implementation of MIMO-FBMC in MRI. Simulated a multi-channel exciter & receptor using MIMO-FBMC using the k-space data. Multi-channel exciter & receptor and Parallel imaging techniques play a vital role in accelerating MRI scan time.

Education

Indian Institute of Technology, Dharwad

Bachelor of Technology

Electrical Engineering

Aug 2016 - Aug 2020Grade: CGPA: 7.27

Changu Kana Thakur Junior College, Navi Mumbai

XII (Higher Secondary)

Jul 2014 - Jun 2016Grade: %: 86

Changu Kana Thakur Vidyalaya, Navi Mumbai

X (Secondary)

Apr 2013 - Mar 2014Grade: %: 94.8

Licenses & Certifications

Scaler’s DSML Program

Scaler

• No expiration

Skills

Python
C++
AWS Sagemaker
AWS S3
AWS EC2
scikit-learn
pycaret
keras
tensorflow
pyspark
plotly
grafana
matplotlib
tensorboard
numpy
pandas
papermill
multiprocessing
tqdm
SQLite
Docker