Janaki Ram

Certified Data Scientist

As I am fresher I don’t have any experience in Data scientist. But I have done two data science projects for MNC clients in Datamites. Well versed with predictive modelling, data processing, and data mining algorithms to solve challenging business problems. Academics

Aug’13 -

April’15

PUC

Rajiv Gandhi University of Knowledge Technologies

I completed my puc with 7.63 cgpa.

Aug’15 –

May’19

B.Tech in Electronics and Communication

Rajiv Gandhi University of Knowledge Technologies

I completed my B.Tech with 7.1 cgpa.

Certifications and Awards

Nov’19

Certified Data Scientist

International Association of Business Analytics (IABAC) Page 1

Personal Information

Email

adawfs@r.postjobfree.com

Phone

+91-911*******

+91-950*******

Technical Skills

Python, Numpy, Pandas,

Sklearn

Expert

SQL

Advanced

Data Visualization, Tableau,

Matplotlib

Advanced

Machine Learning Modeling

Advanced

Statistics, EDA

Advanced

Deep Learning, CNN

Intermediate

Soft Skills

Problem Solving, Critical Thinking

Expert

Creative and Interpersonal Skills

Expert

JanakiRam

Certified Data Scientist

Other details

Marital Status:

UnMarried.

Address:

Kudlu village, Muneswaram

Layout, Bengaluru – 560103

Karnataka

Projects Annexure

Sep’19 to

Oct’19

Project : Telecom Churn rate calculation

Client: One of the major Telecom Client of Rubixe

Project Description: Client of Rubixe is an established Telecom operator in Europe with more than a decade in Business. Due to new players in the Market, telecom industry has become very competitive and retaining customers becoming challenge.

JanakiRam’s Contribution: JanakiRam is accountable for the project delivery. He worked with client in defining clear business problem and with delivery team in understanding the variables that influencing the customers to migrate to competitors, modelling ML – algorithm XGBOOST, model evaluation and deployment.

Aug’19 to

Sep’19

Project : Customer Credit Score - banking

Client: One of the Banking Client of Rubixe

Project Description: Client of Rubixe is a major banking client in India . The project goal is to calculate customer credit score and, which is then used for asset risk management and risk modelling of the asset portfolio.

JanakiRam’s Contribution: JanakiRam worked in Machine Learning modelling and evaluation from exploratory data analysis

(EDA), feature engineering, model building and evaluation. Customer Enquiry Data contains customer’s historical enquiry data such as enquiry amount and enquiry purpose and Demographics Data contains current customer applications with demographic data. This project required significant data cleaning and transformation. Model is successfully delivered to the client. Deployment is out of the scope.

July’19 to

aug’19

Project : ITSM Incident Management ML Project

Client: IT services company in Netherlands, Client of Rubixe Project Description: Predict ticket volume, auto categorizing ticket.

JanakiRam’s Contribution: JanakiRam was involved from initial discussion of this project till the final delivery. JanakiRam lead the initial data extraction and preparation phase with other other junior colleagues. There was challenges with data, as there were significant wrong entries and human biases were present

(about 30%). JanakiRam used ITSM knowledge with data science technique to transform the data, used XGBOOST to create classifier with 92% accuracy. Project was successfully delivered and deployed at client location.

Page 2

Interests

Watching Movies

Playing Games

Travelling

Languages

English

Advanced

Telugu

Expert

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