Sr. Data Scientist Resume Tampa, FL Sr. Data Scientist Tampa, FL - Hire IT People

SUMMARY

Proficient in algorithm and design techniques.
Ability to document ML project requirements and assess deliverable timelines.
Visualization of big data in Python matplotlib and Tableau.
Proficiency in manipulating and analyzing complex, high - volume, high-dimensionality data from varying sources.
Perform data cleaning and data transformation activities using Python and R
Practitioner of Data Mining methodologies like Cross Industry Standard Process for Data Mining (CRISP-DM) and Knowledge Discovery in Databases (KDD)
Practitioner of Software Life Cycle Development (SDLC) process using different approaches like Waterfall, Agile, SCRUM and Test Driven Development (TDD).
Proficient in MS Office applications (Word, Excel, PowerPoint, Access, Project)
Experienced in presenting in an accessible way to executive-level stakeholders and colleagues alike to gain their support for data-driven initiatives and strategies.
Guiding team members in implementation and execution of machine learning models at different levels of project life cycle.
Highly motivated and a self-starter wif TEMPeffective communication and organizational skills
Experienced in working wif both technical and non-technical team members.
Tutored high school and undergrad students for 6 years. Good team player and can handle a group as well.

PROFESSIONAL EXPERIENCE

PROGRAMMING LANGUAGES: Python, Java, C, C++, R, Scala

MACHINE LEARNING: Machine Learning Techniques such as Data Preprocessing (Data Cleaning), Regression models, Classification, Clustering, Association Rule learning (Apriori and Eclat), Reinforcement Learning (UCB and Thompsons Sampling), Text Mining, Data Extraction, Predictive Modeling, Statistical Modeling, Dimensionality Reduction (PCA and SVD) and Recommender Systems (Collaborative Filtering) .

DEEP LEARNING: NLP algorithms coupled wif Deep Learning (ANN and CNN), Time Series Analysis, Speech and Text Analysis (RNN, LSTM), SOMs, Recommender Systems (RBM, AutoEncoders), libraries such as Keras, Tensorflow and PyTorch

DATABASE: MySQL, Apache Spark, NoSQL (MongoDB and Dynamo DB)

IDE: Anaconda - Spyder, IPython - Jupyter, Eclipse

PROFESSIONAL EXPERIENCE

Confidential, Tampa, FL

Sr. Data Scientist

Responsibilities:

Performed Data Cleaning to large quantity of data. Monitored teh data using MySQL and Mongo DB.
Mentored large scale data and analytics using advanced statistical and machine learning models.
Developed a predictive model using Random Forest Regression to predict teh upcoming month’s claims and possible policy cancellations using XG Boost.
Achieved efficiency of 86.2% in churning problem using XG Boost.
Designed sentiment analysis model using NLP on internet data.
Worked wif Data Visualization team which used Tableau, Performed data visualization using matplotlib.pyplot
Discover patterns, formulate and test hypotheses, translate results into strategies which drive growth resulting in increased revenues and customer satisfaction.
Performed image classification on using tensorflow and pytorch
Interpreted complex simulation data using statistical methods.

Environment: Python, numpy, pandas, matplotlib, scikit-learn, Spyder, Jupyter, Apache - Spark, mllib, CART, Random Forest, XG Boost, NLP, NLTK, Bag of Words, Data Preprocessing, Deep Learning (ANN and CNN), Keras, Tensorflow, PyTorch, PySpark, Scala, Jira, Mongo DB, MySQL.

Software Engineer

Data Analysis and Design

Responsibilities:

Worked wif data science related libraries in Python (numpy, scipy, scikit-learn, etc.)
Analyzed and trained large datasets using various machine learning algorithms to provide strategic direction to teh company
Performed data cleaning on large datasets using data preprocessing methods which resulted in reduction of processing errors by 20% and conserved storage space of 2TB.
Developed algorithms using classification models to determine teh supply - chain efficiency.
Developed search algorithm for patient’s medical records.
Developed a program based on time series analysis to analyze and predict teh stock price of teh company.
Designed Health Care Chart using ARL’s Apriori algorithm and reduced teh previous model’s error by 10%.
Performed Data Migration from APIs to AWS using Dynamo DB.
Applied machine learning models to Terabytes of data.
Worked on end to end creation of teh application.
Worked wif huge datasets. Performed data cleaning and preprocessing.
Developed Use Case diagrams, Class diagrams and Sequence diagrams to express teh detail design.
Identify reusable components and implement accordingly.
Involved in Agile Methodology development including Design, Systems Development, Testing, Systems Integration, Installation and Deployment.
Created Data classes and DB tables for integrating wif external systems using MySQL
Involved in Integration - Connecting to systems internally and external to teh organization.

Environment: Python, Java, Eclipse, Anaconda – Spyder, MySQL, Agile/Scrum

We provide IT Staff Augmentation Services!

Sr. Data Scientist Resume

Tampa Fl Sr Data Scientist Tampa, FL

We'd love your feedback!

Resume Categories

Client Services

Job Seekers

Visa Sponsorship