Azadeh Bagheri

Azadeh Bagheri

Data Scientist
Canada

نبذة عني

Skilled data scientist and data analytics, Focused in the areas of data analysis, statistical modeling and machine learning, deep learning. Proficient in programming, machine learning, and data visualization, strategic t…

الخبرة

Data Scientist

Dayche, Toronto
Sep 2020 - حتى الآن · 5 سنوات 10 أشهر

Dayche is a startup company working internationally in consulting and information technology on various projects aimed at providing solutions based on AI.
Implemented machine learning for personalized risk assessment in optional auto insurance.
Optimized pricing based on individual risk profiles, leading to increased sales growth.
Developed AI-integrated software tailored for early childhood disorder detection.
Pioneering the integration of AI into predictive software for children under 7.
This innovation secured a PCT certificate from WIPO for its ground-breaking approach.
As the inventor and data scientist, utilized an ANN model to analyse vast datasets collected from the University of Social Welfare and Rehabilitation, predicting various disorders in early childhood.
Implemented a classification model to predict loan approval status for customer applications.
Aiming to expedite the process upon receipt by the bank.
This predictive model offers customers insight into potential loan approval, optimizing their time and experience with the application process.
Technology: Python, SQL, Streamlit, Jupyter Notebook, pycaret, Google Cloud Platform (GCP), Streamlit, Git, GitHub

Data scientist

Dayche
Sep 2020 - حتى الآن · 5 سنوات 10 أشهر

Dayche is a startup company working internationally in consulting and information technology on various projects aimed at providing solutions based on AI.

 Machine learning classification models for optional coverage in auto policy: Implemented machine learning for personalized risk assessment in optional auto insurance. Optimized pricing based on individual risk profiles, leading to increased sales growth.
 Developed AI-integrated software tailored for early childhood disorder detection: pioneering the integration of AI into predictive software for children under 7. This innovation secured a PCT certificate from WIPO for its ground-breaking approach. As the inventor and data scientist, I utilized an ANN model to analyse vast datasets collected from the University of Social Welfare and Rehabilitation, predicting various disorders in early childhood.
 Implemented a classification model to predict loan approval status for customer applications: aiming to expedite the process upon receipt by the bank. This predictive model offers customers insight into potential loan approval, optimizing their time and experience with the application process.
 Technology: Python, SQL, Streamlit, Jupyter Notebook, pycaret, Google Cloud Platform (GCP), Streamlit, Git, GitHub

Data Analyst

Desjardins, Toronto
Mar 2015 - Sep 2019 · 4 سنوات 6 أشهر

Desjardins Insurance is the insurance unit of Desjardins Group, the largest association of credit unions in Canada.
Sales analysis based on customer segmentation.
Involves examining sales trends within different customer groups to identify any significant drops in sales within a specific segment.
By pinpointing these declines, targeted solutions can be devised to address the issues.
Customer loyalty analysis.
Involves utilizing customer information, focusing on those who have been with the company for three years or more as the target group, to determine the most relevant variables affecting loyalty, encouraging increased spending and time allocation.
Customer needs and preference analysis.
Involves examining customer interactions with the company to identify preferred bundles selected by customers, aiming to target the book of business with the appropriate products that may align with their interests.
Technology: Microsoft Excel, IBM SPSS Modeler, SQL

Actuary

Tosee Insurance, Iran
Mar 2008 - Feb 2014 · 5 سنوات 11 أشهر

Tosee Insurance is one of the private insurance companies in Iran.
Insurance Company is currently operating with a central branch in Tehran and 60 agencies throughout Iran.
Conduct comprehensive risk assessments for diverse insurance products.
Systematically calculating associated rates.
Maintain policy structures, coverage, and benefits in adherence to regulatory standards.
Work as a person who has the authority to sign off on insurance calculation accuracy.
Technology: Microsoft Excel, .NET, SQL

Data Analyst

SAIPA Auto, Iran
Mar 2005 - Mar 2007 · 2 سنوات

SAIPA is the largest automaker in Iran known for producing licensed products.
Launched a new model featuring a crossover supermini body style.
Conducted face-to-face interviews for and strategic decision-making.
Enhanced questionnaires by incorporating customer-provided pricing factors, ensuring comprehensive data collection for insightful analysis.
Leveraged SPSS for comprehensive data analysis, extracting meaningful insights to guide pricing strategies and market positioning efforts.
Technology: Microsoft Excel, SPSS, SQL

المهارات

بايثون (لغة برمجة) خوارزميات تعلم الآلة بي إل/إسكيوإل NumPy Pandas Scikit-learn TensorFlow PyTorch SQL Machine Learning Linear Regression Logistic Regression Decision Trees Random Forest Support Vector Machines (SVM) K-Nearest Neighbors (KNN) Naive Bayes Gradient Boosting Machines (GBM) Clustering PCA t-SNE Neural Networks Convolutional Neural Networks (CNNs) Recurrent Neural Networks (RNNs) NLP Gen AI Jupyter Notebook pycaret Google Cloud Platform (GCP) Streamlit Matplotlib Seaborn Plotly Git GitHub MongoDB Agile Methodologies Problem-solving Critical Thinking Microsoft Excel IBM SPSS Modeler .NET SPSS SMOTE Adam
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