Professional Experience
Investigator (DL/ML) @ Data Machine Elite
Present • Lisbon, Portugal • Full-time
- Analyze data to uncover insights and patterns.
- Develop and validate DL and ML models.
- Optimize algorithms for predictive analytics.
- Conduct exploratory data analysis and feature engineering.
- Present findings to stakeholders in a clear and concise manner.
- Skills: Python, TensorFlow, PyTorch, scikit-learn, SQL, data visualization, statistical analysis, model deployment, data transformation, NLP, data science frameworks, large language models (LLMs), cloud computing (AWS, Azure), big data tools (Hadoop, Spark), latest LLMs (LangChain, GPT-4, BERT, T5, LLaMA).
Research Scholar (Gen AI) @ Università Ca' Foscari di Venezia
Sep 2022 - Aug 2023 • Venice, Italy • Full-time
- Worked with Generative AI, Diffusion Models, Stable Diffusion, GAN
- Develop and implement machine learning models using DCGANs for image processing and computer vision tasks.
- Conduct research and experiments in deep learning and artificial neural networks.
- Utilize Anaconda for workflow management and deep learning model development.
- Skills: DCGAN, Stable Diffusion, UNET, Variational Autoencoders (VAEs),, Python, Anaconda, Image Processing, Computer Vision, Pattern Recognition.
Data Analyst(ML) @ AgriDunya Technologies
Sep 2019 - Nov 2022 • Karachi, Sindh, Pakistan • Full-time
- Leveraged machine learning techniques such as Deep Neural Networks (DNN), Convolutional Neural Networks (CNN), and Recurrent Neural Networks (RNN) to drive decision-making processes and optimize business strategies in the agricultural technology sector.
- Applied advanced technologies like Computer Vision, Natural Language Processing (NLP), and Generative AI to work with diverse datasets, developing predictive models that enhanced operational efficiency and improved product offerings.
- Utilized tools like Anaconda for efficient workflow management, and conducted rigorous debugging and pattern recognition to refine machine learning models and ensure their robustness.
- Anaconda · Computer Vision · Deep Convolutional Generative Adversarial Networks (DCGAN) · Deep Learning · Generative AI · Artificial Intelligence (AI) · PyTorch · Deep Neural Networks (DNN) · Python (Programming Language)
Machine Learning Engineer @ Self Employed - Freelance
Jan 2020 - Nov 2021 • Pakistan • Full-time
- Transitioned to self-employment during the COVID-19 pandemic, leveraging expertise in machine learning and artificial intelligence to deliver high-impact freelance projects.
- Applied advanced technologies like Computer Vision, Natural Language Processing (NLP), and Generative AI to work with diverse datasets, developing predictive models that enhanced operational efficiency and improved product offerings.
- Utilized tools like Anaconda for efficient workflow management, and conducted rigorous debugging and pattern recognition to refine machine learning models and ensure their robustness.
- Managed end-to-end project lifecycles, from research and development to debugging and implementation, ensuring the delivery of robust and reliable solutions.
- Anaconda · Computer Vision · Deep Convolutional Generative Adversarial Networks (DCGAN) · Deep Learning · Generative AI · Artificial Intelligence (AI) · PyTorch · Deep Neural Networks (DNN) · Python (Programming Language)
Researcher (DL/ML) @ Tianjin University
Sep 2018 - Jul 2021 • Tianjin, China • Full-time
- Pursued advanced studies and conducted research in machine learning and data science.
- Focused on utilizing cutting-edge technologies and tools to address complex data-driven challenges.
- Worked extensively with Deep Convolutional Generative Adversarial Networks (DCGAN), Keras, and other advanced frameworks.
- Skills: Jupyter, Data Analysis, Applied Machine Learning, Keras, Artificial Neural Networks Anaconda, Machine Learning Algorithms, Image Processing, Convolutional Neural Networks (CNN)
Python Developer @ T IT Solution
Aug 2016 - Sep 2018 Karachi, Pakistan
- Implemented optimization algorithms like Greedy Heuristics and Exhaustive Search for solving MWIS problems in graph theory using Python.
- Provided students with hands-on experience in software development and programming languages.
- Skills: Databases, Python, SQL, C++, Data Structures, Data Analysis, Web Development, Programming Languages