MUHAMMAD AMMAD NADEEM
Perth,Australia
Summary
With over 2 years of hands-on experience in data science and machine learning engineering, I specialize in developing and deploying AI-driven solutions, with a strong focus on predictive modeling, natural language processing (NLP), and computer vision (CV). My expertise lies in leveraging advanced analytics, machine learning algorithms, and cloud infrastructures to drive data-driven decision-making and innovation. I am proficient in Python, R, and SQL, and have extensive experience with AWS and Azure cloud services, including machine learning pipelines and data warehousing. Passionate about mentoring and leading projects, I thrive in collaborative environments, working closely with stakeholders to harness the power of AI and ML in solving complex business challenges and delivering tangible value.
Overview
3
3
years of professional experience
1
1
Certification
Work History
Data Scientist
NeuroOceans AI
10.2022 - 02.2024
- Designed and deployed cloud-based predictive models for healthcare data analysis, utilizing AWS services (SQS, S3) for secure and compliant data processing.
- Developed and maintained data pipelines using Docker for real-time healthcare data extraction and medical code prediction, enhancing accuracy and efficiency.
- Created a scalable web application on AWS EC2 using Docker, offering personalized video course recommendations through advanced machine learning algorithms.
- Implemented a robust AI engine leveraging GPT-3 for transforming natural language questions into SQL queries, integrating SQLServers for efficient query execution.
- Spearheaded the development of an AI-powered chatbot and a creative story and image generation application, utilizing GPT-3 and Stable Diffusion models for dynamic content creation.
- Applied best practices in software engineering, including Git for version control and Docker for containerization, to ensure high-quality code and reproducibility.
- Identified data anomalies and worked with business units to perform root cause analysis and resolve issues.
- Performed exploratory analysis on large datasets using SQL and Python libraries such as Pandas, NumPy, Scikit-Learn, and Matplotlib.
- Integrated trained models into web applications using Flask framework or other web frameworks.
- Developed predictive models using machine learning, natural language and statistical analysis methods.
- Designed models, algorithms and visualizations to distill insights from huge volumes of data.
- Cleaned and manipulated raw data.
Data Analyst
Anwar khawaja Composites
08.2021 - 09.2022
- Applied data analysis skills in the sports goods manufacturing industry for 13 months, with a focus on robotics and automation.
- Collaborated within a team to optimize semi-automated assembly line processes.
- Collected and meticulously analyzed data to identify patterns and insights crucial for process improvement.
- Utilized statistical techniques and tools to determine the optimal settings for machines, enhancing production efficiency.
- Assisted in the seamless implementation of optimized settings, collaborating closely with cross-functional teams for successful integration.
- Gained hands-on experience with semi-automated machinery, witnessing the transformative impact of robotics and automation in manufacturing.
- Provided data-driven solutions to support decision making.
- Leveraged SQL queries to extract, transform and load data into databases.
- Generated reports and obtained data to develop analytics on key performance and operational metrics.
- Built visualizations that enabled users to quickly interpret results from complex analyses.
- Utilized advanced analytics tools such as SAS, SPSS, Excel PowerPivot, to manipulate large volumes of structured and unstructured data sets.
- Defined KPIs based on collected data sources.
Education
Bachelor's in Engineering
University of Engineering And Technology
Taxila08-2021
Skills
- Business Forecasting
- Data Mining
- Statistical Analysis
- Intelligence Gathering
- Advanced Mathematical Abilities
- Computational Design
- Python Programming
- Database Management
- Time-Series Analysis
- Machine Learning
- Linear Algebra
- Deep Learning
- NoSQL Databases
- SQL
- Amazon Web Services (AWS)
- Data Engineering
- Git
- Artificial Intelligence
- Data Science
- Computer Vision
- NLP
- Data Collection
- Data Processing
- PyTorch
- OpenCV
- Scikit-Learn
- Numpy
- Pandas
- Tensorflow
- Matplotlib
- Keras
Certification
- Deep Learning Specialization
Timeline
Data Scientist
NeuroOceans AI
10.2022 - 02.2024
Data Analyst
Anwar khawaja Composites
08.2021 - 09.2022
Bachelor's in Engineering
University of Engineering And Technology
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