Police Chief Analyst Intern

Afsaneh Caden

Data Analyst Intern

********@*****.***, www.linkedin.com/in/acaden110

925-***-****

Skills

- Programming Language: Python - Streamlit

- Tableau - Natural Language Processing (NLP)

- Jupyter Notebook - PyCharm

- Data Cleansing & Transformation - Time Series

- Statistical & Data Analysis - Deep Learning

- Data Preparation - Machine Learning

- Data Visualization

University Projects

Detecting Autism using ABIDE dataset

• Feature reduction used the SVM-RFE technique, then applied Naïve Bayes, IBK-KNN, and LibSVM classification algorithms.

Digit Recognition using Deep Learning

• On Handwritten Digit (MNIST dataset) and Multi-Digit Images (SVHN dataset) using Neural Network

Mortality Prediction Model for Heart Failure Data

• Built a mortality prediction model based on the most critical features to help patients with heart failure survive and created an interactive dashboard using PyCharm and Streamlit. NLP Techniques to Dive into Yelp Customers' Reviews and a Recommender System (2 Projects)

• Used NLP techniques to dive into Yelp reviews for Ontario restaurants, then created a recommender system to recommend the following ten restaurants to visit upon the user reviews

• Created a recommender system (PCA and SVD) for a TV-Film podcast to determine which comedy movies a person should watch next based on his previous choice of comedy movie Burglary Prediction Model with Cost Benefit Analysis for a Police Department (10 years Data)

• Used different machine learning algorithms for predicting burglary and found the best model with a cost-benefit analysis to help the police chief to make better decisions Work Experience in Telecom and Electronics (Tehran, Iran) Private Math Tutor (pre-algebra, algebra, trigonometry, and calculus) May 2002- Jun 2016 Sr. Telecom Engineer; State Telecommunication Jul 2003 - May 2011

• Designed routing and signaling switches using upgraded features by coordinating with cable network and transmission units within telecommunication facilities

• Acquired verified resources for telecommunication centers

• Planned switch saloon and MDF Layout with Auto CAD Software

• Allocated E1 Links to banks, universities, and ISP Companies Education

In the process of obtaining a Data Science master’s degree Aug 2022 – Current Middle Tennessee State University, Murfreesboro, TN Graduate Certificate in Data Science Jan 2022- Aug 2022 Middle Tennessee State University, Murfreesboro, TN Bachelor of Science, Telecommunication Engineering Sep 1997 - Feb 2002 Najaf Abad University, Isfahan, Iran

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