• Experienced data scientist with more than 10 years of professional experience in Python, SQL, Big Data, Machine Learning, Powerbi• Successful completion of the Advanced Diploma in Data Science Applications and Machine Learning. • Proficient in data driven decision making including data collection, interpretation, analyzing data, performing data mining, data framing, data cleaning, data engineering and modeling, data visualization, using analytical statistical models. • Experience designing experiments and performing A/B testing. • Excellent knowledge of statistical and mathematical skills. • Proficient in SQL (joins, views, stored procedures and relational keys). • Experience using advanced Microsoft Excel (PivotTables, Dashboards, Bar Charts, VLOOKUP)• Basic knowledge of SAS data steps, process steps, and SAS macros and SAS models. • Proficient in various data science, data manipulation, statistical analysis, outlier analysis, segmentation techniques, data modeling, database manipulation, and machine learning algorithms for supervised and unsupervised learning. • Machine learning techniques including linear and logistic regression, predictive modeling, decision trees, random forests, XG Boost, Ada Boost, gradient boosting, KNN, K-means clustering, SVM, SVR, SVC time series analysis, artificial neural network fundamentals Knowledge. • Statistical analysis - ROC, decile plots, confidence intervals, multivariate Gaussian distribution. • Model Validation - Confusion Matrix, Accuracy Score, Precision Score, Recall Score, RMSE, R-Square, K-fold Cross Validation, Mean Squared Error, Mean Absolute Error.
Collabria Financial Services Inc.
View- Website:
- collabriafinancial.ca
- Employees:
- 88
-
Preneur De SonCollabria Financial Services Inc. -
Data Science AnalystCollabria Financial Services Inc. 2022 - May 2024• Experienced in handling large datasets to build statistical and clustering and segmentation models • Sourced data from master database using SQL. • Prepared and integrate large and varied datasets and implemented statistical and machine learning models using Python • Cleaned the source data to meet the project requirements. • Executed EDA on the cleaned data to understand the importance and features of each variable. • Prepared various machine learning models and performed grid search, hyper tuning to fit it best. • Performed statistical analysis and model validation metrics to conclude the models.• Performed building clustering and segmentation models• Developed supervised ML model for customer Yield and attrition and build a business solution • Involved in continues monitoring improvement of deployed models in azure environments • Deployed models in work environment and analyzed it. • Prepared dashboards based on various business proposals and requirements. • Effectively Communicated the key findings to the Business / Stakeholders • Using DAX in PowerBI to prepare and cleaned the data to prepare dashboards and reports. • Prepared dashboards based on various business proposals and requirements. • Summarized analysis results and key findings in presentation quality (PowerPoint); presented insights and recommendations to clients. • Participated in weekly meeting with the group members to discuss issues/concerns and communicate results, provided strategic recommendations. -
Data ScientistDon Valley Advanced Solutions 2018 - 2022
Ousmane Cisse Education Details
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UvsEnglish Language And Literature/Letters -
Data Science Applications And Machine Learning -
UvsvMaster Civilization -
UvsMaster
Frequently Asked Questions about Ousmane Cisse
What company does Ousmane Cisse work for?
Ousmane Cisse works for Collabria Financial Services Inc.
What is Ousmane Cisse's role at the current company?
Ousmane Cisse's current role is Preneur de son.
What schools did Ousmane Cisse attend?
Ousmane Cisse attended Uvs, Carnegie Mellon University, Uvsv, Uvs.
Who are Ousmane Cisse's colleagues?
Ousmane Cisse's colleagues are Kamran Asaf, Liju George, Natalie Castiel, Kevin Thomas, Hassen Bouacida, Dave Chong, Melissa Raynor.
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Ousmane CISSE
Dakar Region, Senegal -
Ousmane CISSE
Directeur Général Cizix, D. Phd En Physique (Smart Grids), Ing. Automaticien, Knx Partner, Expert EdgeSenegal -
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