Areeb Ahmad

Experience

• 

  Wateen Telecom Limited

  Aug 2022 - Sept 2022

  Intern
• 

  Optical Networks and Technologies Lab

  Jun 2023 - Jul 2023

  Research Intern
• 

  LOGIXOS

  Jun 2023 - Nov 2023

  • Trainee Data Scientist

    Sept 2023 - Nov 2023

  • Data Science Intern

    Jun 2023 - Aug 2023
• 

  TranzBox Pvt Ltd

  Oct 2023 - Sept 2024

  Data Scientist

  --> Led a team of four for seamless modules integration---> Worked on feature engineering to extract stock leads using custom algorithms with neural networks, LSTM, and machine learning models like Random Forest, SVM, and Decision Trees.--> Designed the database on AWS PostgreSQL and codebase for testing stock leads by investing in dummy data and running simulations across various time frames on Apache Airflow (AWS MWAA).--> Built CI/CD pipelines with GitHub Actions for Apache Airflow dags, deploying to AWS Lambda and S3.--->Developed Airflow ETL pipelines (DAGs) for data extraction, model training (Keras), and persistence to S3.--->Locally configured Docker environments for Airflow and dependencies on WSL, ensuring production compatibility.---> Designed and transitioned a real-time prediction pipeline to production for inferencing Keras Model on AWS Lambda using AWS ECR docker image.--->Automated web scraping workflows using AWS Lambda and Airflow DAGs for efficient data collection.--> Researched reinforcement learning algorithms (e.g., A3c) for stock trading Show less