PARVEZ KHAN

Experience

• 

  Red Hat

  Jul 2020 - Dec 2020

  Linux System Administrator intern

  1. Contributed to open-source projects and collaborated with a diverse team at Red Hat.2. Acquired Linux administration skills, including system management and security.3. Developed expertise in DevOps and containerization using Docker and Kubernetes.

• 

  Wizikey

  Mar 2022 - May 2022

  Data Analyst Intern

  Made a E-commerce Segmentation project, analyzing customer behavior for predicting future purchases. Conducted product clustering with tf-idf, applied K-Means Clustering for 11 customer categories, and enriched data with visit and payment statistics. Utilized PCA for dimensionality reduction and implemented Radar Charts. Achieved 87.38% prediction accuracy using various machine learning models. Enhanced skills in data clustering, feature engineering, and machine learning for practical business insights. Show less

• 

  ShapeAI🌍

  Jan 2023 - May 2023

  Data Science Intern

  • Implemented DQN and DDPG solutions for home energy management usingPython and PyTorch.• Simulated house environment considering dynamic factors like temperature,electrical load, sun radiation, and electricity prices.• Formulated RL problem, comparing agent performance to an optimal LP solution, demonstrating effective heating and battery management.