Data science, Machine Learning

Sarang Joshi

Mobile : 898-***-****/820-***-****, e-mail: *********@*****.***

Address: S.no. 31, B-12,Kinari Park, near Gulmohar Residency, Ambegaon bk.,behind Bharati Vidyapeeth, Pune-411046.

M.Tech. E&TC, Exp. 8M+, Skills : R, Python, Machine learning, Data Science, MATLAB

EXECUTIVE SUMMARY

Hands On experience/ case studies implementation in R, Python

Knowledge of Data Science, Machine learning, Internet of Things.

Proficient in Regression, Classification and clustering algorithms, decision tree, multivariate techniques, parametric-non parametric test, ANOVA )

Pursuing Ph.D. in text to speech synthesis form S.P.P.U.

SKILL SET

Programming : R, Python (Numpy,Scipy,Pandas,Matplotlib),C,C++

PCB Design : Proteus, Diptrace

EMPLOYMENT PROFILE

Data analyst, GAMAKAAI SOLUTIONS: May 2018 – present.

Use training data sets and labels to develop algorithms and models for basic machine learning tasks such as object detection and classification.

To check accuracy of test data.

Assistant Professor, PVG’s COET, Dec 2013-April 2018

EDUCATIONAL QUALIFICATION

Pursuing Ph. D. in E&TC, S.P. Pune University.

M. Tech. E&TC(Signal Processing),V.I.T., Pune, Year of passing 2013.

B.E. E&TC, P.V.G’s C.O.E.T., Pune, Year of passing 2011

Qualified G.A.T.E. 2013

CASE STUDIES

Case Study 1: Cycle sharing scheme : Determining brand persona

The cycle sharing scheme provides means for the people of the city to commute using a convenient, cheap, and green transportation alternative. The service has 500 bikes at 50 stations across Seattle. Each of the stations has a dock locking system (where all bikes are parked); kiosks (so customers can get a membership key or pay for a trip); and a helmet rental service. A person can choose between purchasing a membership key or short-term pass. A membership key entitles an annual membership, and the key can be obtained from a kiosk. Advantages for members include quick retrieval of bikes and unlimited 45-minute rentals. Short-term passes offer access to bikes for a 24-hour or 3-day time interval. Riders can avail and return the bikes at any of the 50 stations citywide.

Tasks performed : Exploratory Data Analysis, Hypothesis testing, Visualization

Python Libraries :Numpy, Scipy, Pandas, Matplotlib

Case study 2: Analyzing wine types and quality

Given two datasets that deal with physicochemical properties of wine guess the wine type and quality. Process, analyze, visualize and model the dataset based on standard Machine Learning algorithms. Predict if each wine sample is a red or white wine. Predict the quality of each wine sample, which can be low, medium, or high.

Tasks performed : Exploratory Data Analysis, Hypothesis testing, Visualization

Python Libraries :Numpy, Scipy, Pandas, Matplotlib

PERSONAL DOSSIER

Date of Birth : 1st June 1989.

Gender : Male.

Marital Status : Unmarried.

Passport Details

Passport Number : R6545502

Issued by : Pune

Date of expiry : 12/10/2027

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