Shashank Soni

Data Engineer

Bengaluru, Karnataka, India13 yrs 7 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in Machine Learning and Data Analysis.
Proficient in developing dynamic dashboards.
Strong background in actuarial science and predictive modeling.

Stackforce AI infers this person is a Data Analyst with expertise in Machine Learning and Data Visualization in the Education and Insurance sectors.

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Skills

Core Skills

Data AnalysisMachine LearningData VisualizationPredictive ModellingDatabase Management

Other Skills

PythonRMySQLNodejsLookerIBM WatsonTableauD3JavapgSQLMicrosoft ExcelVBASQLSSISC++

About

Data Analyst with 4+ years of experience in Machine Learning, Data Mining, Cohort Analysis, NLP, Data Visualization, Predictive Modelling, Reporting & ETL.

Experience

13 yrs 7 mos

Total Experience

3 yrs 4 mos

Average Tenure

10 yrs 7 mos

Current Experience

Tabtor math

Senior Data Engineer

Nov 2015 – Present · 10 yrs 7 mos · Bengaluru, Karnataka, India

● Devloped payroll automation dashboards for techers in Looker.
● Designed and developed search engine using IBM Watson Retrieve and Rank.
● Funnel Report , Daily Pulse Report and Cohort Analysis in Looker.
● ETL data from various sources (Piwik, Braintree , Hubspot , CouchDB , Zendesk) to MySQL using Python.
Tech Stack - Python, R, mySQL, Nodejs, RStudio, Looker, IBM Watson.

PythonRMySQLNodejsLookerIBM Watson+2

Cogbooks

Solutions Architect

Sep 2014 – Nov 2015 · 1 yr 2 mos · Bengaluru, Karnataka, India

DATA SCIENCE TEAM -
● Sentiment and Emotion Analysis of users using Python NLTK, Stanford CoreNLP and R.
● Engagement Analysis of users via network graph.
● Feature discovery from raw data using PCA to find relevant features and build model.
● Writing complex queries to fetch relevant data.
● Integrating R in Web applications using DeployR and with Tableau to build Dynamic dashboards.
● Calculating cosine similarity between documents/users using Latent Semantic Analysis.
● Data Visualization using D3 (Sankey Diagram, Network Graph, Heatmap), R and Tableau.
● Generating weekly reports using Tableau and Jasper.
Tech Stack – Python (Numpy, Scipy, Scikit-learn, nltk), R, DeployR, Tableau, RStudio, Java, pgSQL, JavaScript, jQuery, D3, HTML, CSS.

PythonRTableauD3JavapgSQL+2

Center for analytics, risk management & actuarial applications (carmaa)

2 roles

Actuarial Analyst

Nov 2013 – Aug 2014 · 9 mos · Noida, Uttar Pradesh, India

INSURANCE CONSULTING & SELF FUNDING -
● Data Warehousing, Data Mining, Descriptive Analysis and Predictive modelling.
● Developed customer specific Actuarial Model.
● Portfolio modelling of individual addressing their insurance and financial needs.
● Developed Self-Insured Hospital Owned Plans (SHOP) for hospitals.
● Developed Self Insurance plans for organizations.
ACTUARIAL TRAINER-
● Trained new recruits on following topics :
Pricing (Life Insurance)
Reserving (Life Insurance)
Profit Testing (Life Insurance)
Advanced Excel
R
Tech Stack - R, RStudio, Microsoft Excel, VBA, Java, Macros.

RMicrosoft ExcelVBAData AnalysisPredictive Modelling

Actuarial Trainee

Aug 2013 – Nov 2013 · 3 mos · Noida, Uttar Pradesh, India

● Learned following techniques of Life Insurance Plans using Advanced Excel from Fellow Actuary
Pricing
Reserving
Profit Testing
● Automated all of the above techniques using Macros.

Infosys

Technology Analyst

Aug 2012 – Jun 2013 · 10 mos · Greater Hyderabad Area

OPS BI India Support (Business Intelligence) -
● ETL using different type methods (METaL, Feedstore) at regular time intervals.
● METaL and Feedstore are stored procedures written in SQL.
● Customized support for Client’s Applications (Third party supported/In-House Applications).
● Responsibility of creating and maintaining database objects and structures in SQL Server.
● Developed and Scheduled SSIS Packages to perform the required task.
● Database Performance Tuning and monitoring error logs.
Tech Stack - SQL, SSMS, SSIS, BIDS.

SQLSSISDatabase Management

Hcl infosystems ltd

Software Developer Trainee

May 2011 – Jul 2011 · 2 mos · Greater Jaipur Area

● First part of project dealt with running the BancMate(HCL proprietary banking s/w) on Mozilla Firefox 4.0(which worked fine for IE).
● Second part mainly focused on shifting the BancMate s/w from JDBC to Hibernate technology. Learnt about J2EE, JDBC, Hibernate C3P0 connection pooling, Struts Framework, EJB, JSP, Jboss server etc.After the completion, the code was sent for testing.