
Anii Rozzeq
Machine Learning , AI Engineer: Python, Data Analysis, Visualization Expert
Habilidades

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Experiencia laboral
Sentiment Analysis of Social Media Data for Brand Monitoring
Data to Leads • Tiempo completo
Jul 2026 - Present • 3 mos
Objective: To gauge public sentiment towards a brand by analyzing social media mentions and identifying key themes. • Approach: Collected and preprocessed unstructured text data from various social media platforms using Pandas. Applied natural language processing (NLP) techniques and used Scikit-learn to build a sentiment classification model. Visualized sentiment distribution and trending topics with Matplotlib and Seaborn. • Outcome: Delivered a comprehensive sentiment report and an automated system to monitor brand perception in real-time, allowing the client to quickly respond to negative feedback and leverage positive mentions, enhancing brand reputation.
AL ML Engineer
Code Maximus • Freelance
Feb 2026 - Jun 2026 • 4 mos
Project 1: Customer Churn Prediction for an E-commerce Business • Objective: To identify customers at high risk of churning and understand the factors contributing to their departure. • Approach: Utilized Pandas for data cleaning and feature engineering from transactional and demographic data. Developed and optimized a classification model using Scikit-learn to predict churn likelihood. Visualized key churn drivers with Matplotlib and Seaborn. • Outcome: Delivered a robust predictive model with 85% accuracy, enabling the client to proactively engage at-risk customers and implement targeted retention strategies, leading to a significant reduction in churn rate.