Usama Shahid - Experience & Skills

TECHNICAL SKILLS

  • Programming Skills: Python, R, C++, SQL
  • Databases: MySQL, PostgreSQL, MongoDB, Firebase, Cosmos DB
  • Cloud Platforms: AWS, Azure, Google Cloud Platform (GCP)
  • Data Science & Analytics: Text Mining, Topic Modeling, Sentiment Analysis, Network Analysis, Geospatial Analysis, and related
  • AI: Machine Learning, Deep Learning, Natural Language Processing (NLP), Image and Audio Processing, Hypothesis Testing, Experimental Design, Causal Inference
  • Mathematics and Statistics: Linear Algebra, Derivation and Integration, Statistics and Probability, Statistical Testing and Hypothesis Evaluation
  • Programming Libraries & Tools: Pandas, Matplotlib, Scikit-Learn, TensorFlow, Keras, PyTorch
  • Python Frameworks: FastAPI, Django, Flask, LangChain, Streamlit
  • MLOps Tools: Weights & Biases (WanDB)
  • Version Control: Git
  • Modeling and Optimization: Transformer Architectures, LLM Frameworks, Model Compression

  • Initiating, Leading, Planning, and Managing Digital Applications
  • Confident in adapting to diverse and evolving tech stacks

EXPERIENCE


University of Gloucestershire – Lecturer in AI & Data Science

October 2023 - Present

  • Leading core modules for MSc Data Science course and BSc students, focused on real-world problems and applications.
  • Modules include Python Notebooks and Scripting, Data Analysis & Visualization, Principles of programming, Machine Learning, Computational Mathematics, Research Methods for Computing and more
  • Leading and contributing to interdisciplinary research in AI and data science to solve complex digital challenges through data-driven insights and innovative analytical solutions


Journal of Open Software Research – Reviewer

December 2023 - Present

  • Steering potential research publications through peer-review process for the Journal.

Expert Vetted, Upwork – Data Scientist, Generative AI Specialist

Nov 2021 - Present

  • Expert Vetted, i.e. Top 1% on the Platform around the World
  • Generative AI, Data Science, Machine Learning
  • Develop AI models and utilize an array of tech skills (backend, front-end, product)
  • Specialize in launching and scaling Products/MVP/PoCs
  • Provide consultation for AI, Product wireframes and infrastructures

Punch.cool – Product Manager

Aug 2021 - July 2022

Led digital products, AI research, data science and client projects, including timelines, resources, and deliverables for a 15-member team.

Innovation & Awards:

    Led advanced AI automation integration, resulting in significant reduction in operational cost, substantial revenue growth and client expansion

    Rockstar of the Month & Employee of the Year

    Became Python Developer to Product Manager in 6 Months

Internal Products:

  • Autonomous Sales System - Led the research & development of AI-based systems for lead generation, conversion, and sales optimization.
  • Numin - Led the research and created AI algorithms for quantitative and algorithmic trading.

Client Projects:

  • RedCloud - Led market analysis, integrated statistical data, and provided comprehensive insights.
  • AEO - Led the data science & warehouse design team and transformed statistics into valuable insights.


KryptoHive – Software Engineer

July 2020 - July 2021

  • SimSim Markets: Leading the development, debugging and deployment for Mobile & Web App
  • Led & Managed Google Play Store & App store submissions