Nauman Ali Shah
Experienced Data Scientist & AI Specialist
๐น About Me
I am a seasoned Data Scientist with a wealth of experience and a proven track record in the fields of AI, NLP, and deep learning. My expertise extends across the entire data science spectrum, from data collection and preprocessing to building and deploying cutting-edge AI models. With Python as my primary programming language, I have mastered the art of data manipulation using libraries like Pandas and Numpy, allowing me to extract meaningful insights from complex datasets.
In the realm of machine learning, I have a strong foundation in frameworks such as TensorFlow, Keras, and Scikit-learn. Whether it's crafting neural networks for image recognition or developing predictive models for healthcare, my hands-on experience has honed my ability to create robust, efficient, and scalable solutions.
When it comes to deep learning, I'm well-versed in a diverse set of tools and techniques. I have worked extensively with PyAutoGui, Beautiful Soup, and PyQT5 for web scraping and automation, facilitating efficient data acquisition. My proficiency in computer vision, object detection, convolutional neural networks (CNNs), and recurrent neural networks (RNNs) has enabled me to tackle a wide range of image and sequence-based tasks.
In the realm of Natural Language Processing, I have harnessed the power of state-of-the-art models such as BERT, Spacy, Medspacy, and Prompt Engineering. I excel in tasks like Named Entity Recognition (NER) and Entity Relation Extraction, which are crucial for information extraction and text understanding. I'm also skilled in fine-tuning and deploying these models for specific applications.
Additionally, I have experience with cloud computing platforms, including Google Colab and cloud instances with GPUs (e.g., RTX 4090), ensuring that I can efficiently scale projects as needed. My proficiency in data analysis using tools like SQL, Tableau, and R allows me to provide actionable insights to drive data-driven decision-making.
Furthermore, I have worked with state-of-the-art AI models such as GPT-3.5, GPT-4, Falcon, and Meta Lllama, enabling me to create AI agents capable of generating human-like text and creative content, which opens up new possibilities for content generation and automation.
My commitment to continuous learning is underscored by a series of certifications, including the IBM AI Engineer and Deep Learning Professional certifications, among others. I'm currently pursuing the Web 3.0 and Metaverse Certification and have recently completed Andrew Ng's Prompt Engineering Certification. My dedication to staying at the forefront of emerging technologies ensures that I can provide innovative solutions to complex challenges.
๐น Skills
My skill set is my strongest asset, including:
Programming: Python (including NLP, Pandas, Numpy)
Machine Learning: TensorFlow, Keras, Scikit-learn
Deep Learning: PyAutoGui, Beautiful Soup, PyQT5, Computer Vision, Object Detection, CNN, RNN & Transfer Learning
NLP: Bert, Spacy, Medspacy, Prompt Engineering, NER, Entity Relation Extraction
Generative AI & LLMs: Proficient in creating AI models for text generation and understanding, including GPT-3.5, GPT-4, and Falcon.
Data Analysis: Google Data Analytics, SQL, Tableau, R
Cloud: Colab, Cloud with GPUs (e.g., RTX 4090)
๐น Experience
I bring a wealth of experience to the table:
As a Data Scientist at CancerClarity, LLC, I've been instrumental in leveraging data-driven insights to advance healthcare solutions.
My 2+ years as a Freelance Data Scientist on Upwork speak to my adaptability and ability to tackle diverse projects.
A recent contract involved implementing cutting-edge AI for a project, streamlining their processes.
๐น Projects
I've undertaken a variety of impactful projects, such as:
AI Oncologist: Enhancing healthcare with AI-powered NLP.
Entity Identification (NER): Boosting information extraction accuracy.
Prompt Engineering: Crafting prompts for AI models like a maestro.
Generative AI: Developing AI agents capable of generating human-like text and creative content.
Image Recognition: Achieving high precision in object detection.
Predictive Analytics: Helping companies foresee employee attrition and heart disease.
Customer Segmentation: Uncovering hidden insights for business growth.
Deep Learning Models: Developing CNNs for tasks like Malaria Detection and Flowers Classification.
Sentiment Analysis: Discerning the sentiment in 50k movie reviews.
๐น Education
I've built a strong foundation with:
Master of Science (Computer Science) from Foundation University, Islamabad (2017-2020).
Bachelor of Science (Computer Science) from AIOU, Islamabad Campus (2012-2017).
๐น Certifications
I hold certifications in AI, Deep Learning, Python for Data Science, and more, demonstrating my commitment to staying at the forefront of technology.
๐น Contact
I'm ready to collaborate on projects that push the boundaries of what's possible.
Matplotlib
