Sharon Menezes

AI Researcher

Bengaluru, Karnataka, India13 yrs 9 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in Machine Learning and Statistical Modeling.
Proven track record in delivering actionable insights.
Strong leadership in managing Data Science teams.

Stackforce AI infers this person is a Data Science expert with a focus on Healthcare and Telecommunications industries.

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Skills

Core Skills

Machine LearningData ScienceNatural Language ProcessingData Analysis

Other Skills

Azure MLStatistical ModelingForecastingPythonNLPEntity ResolutionExploratory Data AnalysisNaïve Bayes AlgorithmSVMR ProgrammingMarket Basket AnalysisSQLSASMathematicsMicrosoft Excel

About

Experienced Data Scientist with a demonstrated history of working in Statistical modeling and Machine Learning Techniques. Skilled in R-programming, SAS Base and Python. Strong Data Science professional with a Master’s Degree focused in Statistics from Mangalore University.

Experience

13 yrs 9 mos

Total Experience

2 yrs 9 mos

Average Tenure

4 yrs 10 mos

Current Experience

Bd

Lead Data Scientist

Aug 2021 – Present · 4 yrs 10 mos · Bengaluru, Karnataka, India

As part of the Data Science team, I investigate opportunities within BD business
units where I can use Data Science skills and add value to the business.
Manage and drive directions from strategy to execution of a Data Science project
which includes data scoping, data analysis, model training and deployment on
Azure ML. Thereby, delivering actionable insights to business teams in the
following engagements:
➢ Demand Forecasting Model: Apply ML and AI techniques to build a
forecasting tool that provides business with projections 6 months into the
future.
➢ Text classification of medical documents into pre-defined categories.
➢ Build pipelines and deploy solution on Azure.
I supervise, train, and lead a team of Data Scientists in developing various ML
and AI models.

Machine LearningData ScienceAzure MLStatistical ModelingForecasting

Bosch

Data Science Specialist (Senior Data Scientist)

Aug 2019 – Aug 2021 · 2 yrs · India

My role includes building machine learning algorithms on Python.
FUSO-Mitsubishi: Built NLP models for matching documents.
Merck: Built an AI algorithm to automate Analytical method validation in drug testing

PythonMachine LearningNLPData Science

Neustar, inc.

Data Scientist

Aug 2017 – Jul 2019 · 1 yr 11 mos · Bangalore

Build algorithms to solve entity-resolution problems.
Perform exploratory data analysis and verify the integrity of the data assets available.
Devised and implemented Business name swap model using Naïve Bayes Algorithm to tackle problems where names were wrongly tagged as businesses and vice versa.
Implemented the above algorithms on pyspark.

Entity ResolutionExploratory Data AnalysisNaïve Bayes AlgorithmData Science

Hewlett packard enterprise

Data Scientist

Jan 2016 – Aug 2017 · 1 yr 7 mos · Bangalore Area, India

SBM, HPE: Created Customer 360 view for State Bank of Mauritius. Built a customer attrition model to detect most likely to churn customers using SVM in Python. Built an upsell model using cluster Analysis in R Studio. Built a model to cross sell Credit cards to Savings bank account customers with Multinomial Log linear model using neural networks in R Studio. Built a random forest model to detect Credit card Frauds in R Studio.
Telstra, HPE: Built customer churn model for Telecom customers as a POC using SVM in RStudio.
Kansas-HPE: Provided SAS solutions to detect Fraud and improper payments. Also provided SAS solutions to determine Fraud eligibility in Medicaid to avoid unwanted costs.
HPE Internal: Worked on Employee churn Prediction model. Used SVM method to detect employees most likely to churn using R Programming.
Ahold, HPE: Conducted Customer Instore Analytics: Market Basket Analysis, Predicted CLV using RFM technique, built Churn model, Created customer Segmentation.
Seadrill, HPE: Worked on Forecasting incident data for Client using R Programming. Used Count Prediction by applying Poisson distribution. Worked on developing Dashboards to display current business situation using Power BI.

SVMR ProgrammingMarket Basket AnalysisData Science

Tata consultancy services

Senior Business Analyst

Aug 2012 – Jan 2016 · 3 yrs 5 mos · Bangalore, India

Have worked on Processing, cleansing, and verifying the integrity of data used for analysis.
Have created automated anomaly detection systems and tracked its performance.
Worked on SQL, SAS and R-programming.
Worked on Retail data (consumer purchasing measurements and analytics)
Worked on segmentation and classification techniques to maximize marketing efficiency and reach.
Forecasted future revenues for Coca Cola using time series Analysis.

SQLSASR ProgrammingData Analysis