About Myself

Analytical, results-oriented, and highly skilled professional with broad-based experience in technical operations, network administration, and systems installation and configuration.

Adept at developing and implementing technology-enabled solutions, presenting data and artificial intelligence based on algorithms and automation, and conducting deep-learning research for system conversion and structure.

Effective at maintaining strong relationships with various individuals and professionals, while keeping abreast of the latest industry tools and trends in a fast-paced environment.

Multilingual in English, French, and Creole.

M o r e I n f o R e s u m e

Recent Projects

Below are some of the most recent projects I've completed. These projects showcase my solution to a diverse range of Data Science, Machine Learning, and Deep Learning problems.

  • All Categories
  • Machine Learning
  • Deep Learning
  • Supervised Learning
  • Unsupervised Learning
  • Regression
  • Classification
  • Reinforcement Learning
  • Recommendation System
  • Time Series
  • Boosting Model
  • CNN
  • Others

Trustpilot Sentiment Analysis

DL Classification

Trustpilot - Data Mining

DL Classification

Trustpilot Char-CNN code

DL Classification

Fashion MNIST

DL Classification

FuPont Chemical Company

ML Classification

Glasses Classification

ML Classification

Letter C G Classifier

ML Classification

BluEx

ML Reinforcement Learning

Books Recommendation

ML Recommendation Engine

Image Color-Clustering

ML Clustering

SeaPort

ML Time Series

Lithion Power

ML Clustering

Zoo Animal High Class clustering

ML Clustering

Cereal Ratings

ML Regression

Fyntra Retail/Fashion

ML Regression

Male/Female Voice Classifier

ML Classification

Horse Survival

ML Classification

PeerLoanKart NBFC

ML Classification

Cancer Diagnosis

ML Classification

Storm Classifier

ML Classification

Digits Classifier

ML Classification

Breast Cancer

ML Classification

Run/Walk Classifier

ML Classification

Public/Private Colleges

ML Classification

Job History

Data Scientist

Projects

July '18 to Present
  • Collect data from various source such as databases and web scraping; clean and save for analysis and modeling.
  • Analyze dataset using visualization tool such as Tableau and Matplotlib to create extract information.
  • Apply different modeling techniques such as regression or classification based on problem.
  • Improve modeling result by fine tuning algorithms with different optimization techniques.
  • Evaluate results using proper scoring technique such as RMSE, accuracy, F1 score, etc.
  • Deploy finished product to production environment such as a web application (end-to-end).
  • Portfolio: Here

Skills Used:
Python, SQL, PyCharm, Jupyter Notebook, Scikit-Learn, TensorFlow with Keras, NLP, Tableau, Data Analysis, ETL, Scrapy, Selenium, REST API Calls, JSON, Pandas, Matplotlib, Numpy, Machine Learning, Deep Learning, Neural Network, Hyperas, GridSearchCV, Hadoop, Scala Spark, R Programming, Model Selection, SQL, PostGresSQL, Django, JavaScript, Anaconda, Data Science

Bus Manager / Django Dev

California Guest Home, Orange CA

Jun '18 to Present
  • Developing Django Web application for external facing site.
  • Maintaining database backup and report.
  • Testing and deploying code in Ubuntu box from DigitalOcean.
  • Increased revenue by 60% resulting in all debts being paid off and significantly increasing company profit.

Skills Used:
Django, Python, PostGresSQL, Linux, DigitalOcean, PyCharm, Management, Q/A, PyCharm.

SP Consultant / ML Engineer

Amazon, Seattle WA

Sep '16 to Dec '17
  • Collected user traffic data from Angelfish to predict traffic based on growth using Tableau.
  • Extracted data from SIM to SharePoint lists via API calls for various department to use for project reporting using Python scripts.
  • Extracted, cleaned, and loaded SIM data to database via task scheduler.
  • Implemented various scripts, PowerShell and Python for various administrative work such as, generating reports, database backups, and collecting data from various sources per clients’ requests.
  • Coordinated meeting with client to best cater to their needs and trained super-users on using our product.
  • Enhanced reporting tool for Amazon Projects, resulting in client base increasing from 1,700 users to 40,000.

Skills Used:
Data Mining, Scrapy, Python, SQL, Scikit-Learn, Pandas, Visual Studio, PowerShell, AWS, Angelfish, SIM, Tableau, Ubuntu, Database management, EC2, Text Pre-processing, Time Series Analysis, Scikit-Learn, Pandas, Linux, JavaScript, A/B Testing, Machine Learning, ETL.

Sr SharePoint Developer

GE, Cincinnati OH

Jun '16 to Aug '16
  • Produced web applications (site collections and subsites) with different levels of permission.
  • Configured new environment for development, staging and quality assurance.

Skills Used:
Visual Studio, TFS, C#, Security, Authentication, User Group, Q/A.

Sr SharePoint Developer

Startbucks, Seattle WA

Sep '14 to May '16
  • Modified existing master page by adding more widgets, custom controls, and applying CSS and JS codes.
  • Served as full stack developer in customizing several independent projects, integrating Google Analytics to web pages, formulating a functional social media platform, and addressing consistent, large-scale script errors.

Skills Used:
JavaScript, Visual Studio, TFS, C#, CSS, PowerShell, Google Analytics, API Calls, SQL, CRUD Operation, Agile.

SharePoint Developer

NASA, Cleveland OH

May '14 to Sep '14
  • Performed report automation and SQL stored procedures.
  • Employed technical skills in executing Ajax call with web services, JavaScript/jQuery scripting methods for Ajax post request replacement, and web services for database communication.
  • Involved in creating automated system, including communication between SharePoint and Dynamic CRM database servers.

Skills Used:
Databases, SQL, CRUD, Stored Procedures, Workflow Automation, Dynamic CRM, JavaScript, jQuery, Ajax Calls, JSON, Visual Studio, TFS, C#.

Sr SharePoint Developer

UTC/Carrier, Farmington CT

Jun '13 to Apr '14
  • Collected and filtered data from various internal/external sources by product family to program a customized search webpart.
  • Used Visual Studio 2012 to develop a custom user controls for portal alerts.
  • Trained super-users on new feature usage.
  • Created web parts to attain desired ability for intuitive navigation and current event tracking, including a list driven Carousel web part using JavaScript and client-side REST API calls.
  • Performed SQL database CRUD actions through stored procedures for Quicklinks navigation.

Skills Used:
SQL, Databases, JavaScript, C#, HTML, Visual Studio, TFS, Data Mining, CRUD Operation, SQL Stored Procedure, REST API, Scrum.

Contact Me

www.linkedin.com/in/billygustave

billygustave.com

H i r e M e