profile

Boukari Yameogo

I'm a Data Scientist

About Me

I'm Boukari Yameogo and Data Scientist

I am very passionate about using data science fields such as machine learning and deep learning to solve real world problems and business cases. I have learned and developed strong skills in this field by developing real world projects. As a very interesting project, I developed a deep learning model, specially a NLP (Natural Language Processing) model to answer to some real questions, given a context. I used state-of-the-art transformers model to realise this project. In order to be a full stack data scientist, I developed some skills in software and web development to deploy the machine models I use to develop. As an example of application, I developed a WPF (Window Presentation Foundation) with C# for inventory management (Available in project section). Others project I developped and I'm working on are available in the project section.

Language : English / French

Github : github.com/yamess

University: HEC Montreal

Degree : Master Data Science

Phone : +1 514 444-9676

City : Montreal

Consulting/Freelance : Available

Country : Canada

Machine Learning
95%
Python
90%
SQL
88%
NLP
87%
Pytorch
86%
Model Deployment (API)
85%
C# WPF (Software Dev)
83%
Web Dev (html, css, js)
80%

Education

Jan. 2019 - Dec. 2020

Master In Data Science

Business Intelligence degree with specialisation in Data Science at HEC Montreal (Montreal - Quebec, Canada). Focus on Machine Learning, Deep Learning with natural language understanding and graph neural network analysis

Sept. 2012 - Oct. 2014

Master In Physics (Astrophysics)

Master in Physics with specialisation in Astrophysics and spectral analysis at Université de Moncton (Moncton - New Brunswick, Canada). Analyse stars spectral data to detect the chemical element present in their atmosphere

Sept. 2007 - Oct. 2011

Bachelor In Applied Physics

Applied Physics to energy and technology at Université de Ouagadougou (OUagadougou - Burkina Faso). Mainly focus physics engineering to solve renewable energy common problem. Design and develop a solar power installation with it's requirements.

2000-2007

Baccalaureat Série C (Secondary School)

Secondary school at Lycée Moderne de Divo (Divo - Cote d'Ivoire). This is an equivalent of secondary diploma with specialisation in Mathematics and physics.

Experience

March 2020 - Present

BI Analyst - Cyber Security at Desjardins

Extract data form databases, analyse and build dashboard and report with power bi for executive to track the vulnerabilities and make better decisions

June 2019 - Dec. 2019

BI Intern- Bank Accounting at Desjardins

Extract financial and HR data from csv and excel files, analyse and build dashboard and report with power bi for executive to track the expenses and make better decisions

Oct. 2018 - Nov. 2018

Customer Service Representative - ADT Canada

Support the customer service to answer and solve customer concerns about the services (security services).

Feb. 2015 - Aug. 2018

Customer Service Rep - Nordia

Support the customer service to help the company (Bell Canada) to retain their customers who are wiling to cancel their service (TV, Internet and Home Phone services).

Services

Sentiment Analysis

Build, train and deploy a model to identify and categorize opinions, sentiment, attitude expressed in a piece of text. It determines whether the author attitude toward a particular context is positive, negative or neutral.

Chatbot

Build, train and deploy a conversational agent (chatbot) to dialogue with your customers and your employees. Make the agent think like a human being to have a real conversation with an human.

Customer Behavior Modeling

Analyse your customer behaviour in order to help you take better decisions, to build customer retention plans and determine customer churn. Let me persecute your data to make them confess the truth about your business.

Model Deployment

Your built and trained your model, and you don't know what to do next to get your model into production. I can help you deploy your model by building api with either flask or django.

Web Scraping

Apply python programming to scrap data from website, one time or periodically.

Visualization

Build and deploy dashboard to show up trends. I can build standing dashboards and report in Power Bi, Tableau, R shiny web app and python dash.

Sales Effectiveness

Build and train state-of-the-art model predict your sales.Use recurrent neural network and convolution neural networks to solve your time series problems

Operation Optimization

Use algorithms to optimize process and operation like supply chain operation, scheduling and travel time. Existing model or program optimization