I'm a data scientist and ML engineer with a passion for leveraging data to solve complex problems and drive real-world impact. This repository showcases my technical projects and achievements.
Summary
- +4 years of experience in data science and machine learning
- Proven track record of building automated solutions, streamlining data pipelines, and developing predictive models
- Expertise in Python (libraries: Pandas, Scikit-learn, Keras, etc.), SQL, Machine Learning, and Generative AI
- At my current role in Environics Analytics, I automated data pipelines in +10 products, saving significant resources and boosting efficiency
Connect with me!
- LinkedIn: https://www.linkedin.com/in/farazahmadi/
Projects
This repository includes a variety of projects demonstrating my skills in data science and machine learning. These projects encompass:
- Process Automation: Python scripts and data pipelines for automating tasks and reducing processing time.
- Predictive Modeling: Building models for real-world applications, such as real-estate prediction and clinical outcome prediction.
- Natural Language Processing (NLP): Developing NLP applications, such as semantic search and email generation using LLMs.
Skills
- Programming: Python, SQL, R, Matlab, SAS
- Tools: Git, Docker, Azure ☁️, Snowflake ❄️, Alteryx, Spark, Streamlit, Power BI, etc.
- Other: Predictive Modeling, Statistical Testing, A/B testing, Pipeline Automation, Feature Engineering, NLP, LLM, RAG, Prompt Engineering
I'm always looking for new challenges and opportunities to learn and grow. Feel free to reach out if you have any questions or want to collaborate!