Sneha Potghan

Location: Pune, India

Mobile: +91-888*******

LinkedIn ID: https://www.linkedin.com/in/sneha-potghan-7a3a3a12a/ Email Id: addlsq@r.postjobfree.com

Passport No: P8188443

Technical Qualification

• Completed Master of Technology in Electronic and Telecommunication Engineering (EXTC) from NMIMS Mukesh Patel School of Technology Management and Engineering, Mumbai in 2018 with Aggregate 83.30%.

• Completed Bachelor of Engineering in Electronic and Telecommunication Engineering (EXTC) from Maharashtra Institute of Technology (MIT), Pune 2015 with Aggregate 63.30 %. Academic Qualification

• HSC from Modern Jr. College of Science and Commerce, Maharashtra State Board with 76.33%.

• SSC from MSS High School, Maharashtra State Board with 86.30 %. Experience Summary 2 Years (Includes 1 Year Internship)

• Over 1 Year of extensive Python development experience in various challenging technical roles.

• Experience in Hydrology Domain: VIC Model, Analysis & Development, Calibration

• Experience in Image processing : Classification, Restoration, Enhancement, Feature detection

• Experience in Machine learning : MultiLayer Perceptron model, KNN Model, Training model, Feature extraction, Accuracy

• Strong experience with Core python and NumPy, Pandas, Scikit-Learn, Matplotlib, pydicom Technical Skills

Programming Language Python, MATLAB, C, C++

Data Science NLP, Time series Analysis, Deep learning, Linear Regression, Naïve bayes, Anova, Hypothesis Test, Chi square Test, Web scrapping

Machine Learning AI, CNN Model, KNN model, K-Mean Clustering, Feature Extraction, Training, Testing

GIS System ArcGIS, QGIS

Visualization Software Tableau

Tools/IDE Eclipse, Jupiter Notebook, MATLAB

Operating Systems/ Platforms Windows 10/7/XP, Ubuntu, Cygwin Documentation Latex, MS Word, MS Excel, MS Power Point Work History

Duration Organization Designation

April 20 till Now EdWisor.com (Certified Course) Data Scientist July 18 till July

19

Indian Institute of Science and Education Research (IISER) Pune

Junior Research Fellow

July 17 till May

18

Center for Development and Advanced Computing (CDAC) Pune

Intern

Work Experience:

EdWisor Data Scientist Project

1. Predication of bike rental count on daily based on the environmental and seasonal settings. Roles

Performed

Development

Location Pune India

Description The objective of this Case is to Predication of bike rental count on daily based on the environmental and seasonal settings.

Work

Profile

Data Processing, Data Visualization, Data Analysis.

Find the Outliers in the data, Deal with the Missing values.

Implementation of Machine Learning algorithm Linear Regression, Decision Treee and Random Forest etc

Calculate the training accuracy and testing accuracy

Creation of Technical Documents

GitHub

Link

https://github.com/snehapotghan/Bike-Rental-count

2 Prediction of a liability customer buying personal loans. Roles

Performed

Development

Location Pune India

Description Based on age, income, experience, education, CD account data used to predict the customer buying personal loan or not.

Work

Profile

Data Processing, Data Visualization, Data Analysis.

Find the Outliers in the data, Deal with the Missing values.

Implementation of classification Machine Learning Logistic classification, KNN Classification, Naïve Bayes etc

Calculate the training accuracy and testing accuracy

Predict customer buying personal loan.

Creation of Technical Documents

GitHub

Link

https://github.com/snehapotghan/Prediction-of-liability-of-Personal-loan-prediction IISER – July 2018 till July 2019

1. Observation and Modelling of water cycle in Chandra and Upper Alaknanda Basins Roles Development, Testing

Performed

Duration July, 2018 till July 2019

Location Pune India

Description Develop VIC Hydrology model to predict glacier behaviour. Setup hydrology model for Himalaya basin and analysis of discharge of river water which indicate a how much is contribution of glacier on sea level. Designing a high computing solution for model. Work

Profile

1. Python Implementation

Calculating Temperature index profile according to elevation of mountain using NumPy lib.

Comparison and analysis of different temperature and precipitation for different region using Matplotlib, Pyplot, Pandas

Implementation of Meteorological Parameters and Forcing parameter using python, numpy, xlrm, pandas

Creation of Technical Documents

CDAC – Pune (July 2017- April 2018)

2. Detection and classification of lung tumor using Machine learning approach Roles

Performed

Design, Development and Testing

Duration July 2017 – April 2018

Location Pune India

Description Medical image are store in DICOM format. DICOM CT images based lung tumor classification using multi-layer perceptron(MLP) and KNN Neural Network. Work

Profile

1. Image Preprocessing

Collect lung CT images

Implementation of Image preprocessing, Image Enhancement, Image segmentation using python OpenCV, SkImage, pickle

2. Machine learning

Implementation of Feature extraction algorithm like GLCM using Python Sklearn model, Pandas, Scikit learn etc.

Design a classifier to classify tumorous and non-tumorous nodules using Python

Training and Testing the classifier

Validate and verify the performance of the classifier

3D volume computation

Github Link https://github.com/snehapotghan/Lung-Tumor-Prediction-DICOM-CT-images Technical Publication

Papers 1. S. Potghan "Comparative Analysis of Conventional 2-Level DWT and Color Plane Watermarking for Telemedicine Applications", Dec-IEEE 2017, Telnet 2017. Link: https://ieeexplore.ieee.org/document/8343522/ 2. S. Potghan "Multi-Layer Perceptron Based Lung Tumor Classification ", ICECA 2018, IEEE 2018. Link : https://ieeexplore.ieee.org/abstract/document/8474864/ 3. S. Potghan “Amplified Last-Glacial-Maximum response of Chandra valley (western Himalaya) glaciers.”

Link : https://eartharxiv.org/2tmks/

Personal Information

Name Sneha Ramchandra Potghan

Hobbies Listening to Music, Trekking, Exploring new things, Cycling Strengths Open to Learn New Technologies

Positive Attitude

Languages Known English, Marathi, Hindi

Permanent

Address

A-1406, Silver Palm Grove,

Aundh - Ravet BRT, Near Mukai Chowk,

Ravet, Pune, Maharashtra-412101

Contact No. +91-888*******

E-mail Id addlsq@r.postjobfree.com

Declaration

I do hereby solemnly declare that the facts mentioned above are true and correct to the best of my knowledge and belief and nothing has been concealed. Place: Pune

Sneha Ramchandra Potghan

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