Details
Hey! I'm a Data Scientist with a Master's in Electrical Engineering from the University of Tehran. I love the challenge of bridging the gap between complex algorithms and practical, real-world solutions.
My passion lies in architecting AI systems that are both mathematically rigorous and genuinely helpful. Whether I'm training a new machine learning model, developing business intelligence dashboards, or optimizing AI workflows, my goal is always to turn raw data into smart, actionable decisions!
- Machine Learning & Deep Learning: Building predictive models and exploring neural network architectures.
- Data Science & Business Intelligence: Extracting meaningful signals from noisy data and crafting clear visual stories.
- AI & Large Language Models: Fine-tuning Transformers and integrating intelligent models into practical applications.
- Ensemble Methods: Designing creative, combined architectures to maximize model accuracy and stability.
- Computer Vision: Developing robust image processing and pattern recognition pipelines.
- Advanced Ensemble & Mixture of Expert Architectures: Exploring new frontiers in combined model methodologies, specializing in Dynamic Ensemble Models and sparse Mixture of Experts (MoE) to optimize gating networks and expert routing for high-efficiency LLMs.
- Applied AI Solutions: Architecting self-contained, real-world AI applications and optimizing local data environments.
- Full-Stack Integration: Creating robust web solutions and responsive REST APIs using the Django framework.
- Data Strategy: Collaborating on freelance analytics and BI tasks to help platforms leverage their data effectively.
Outside the realm of machine learning, I balance my technical work with a deep appreciation for the arts, nature, and culture. I'm an avid hiker and ecotourism enthusiast, and I love spending my downtime delving into historical studies, learning about diverse cultures, and immersing myself in thought-provoking films.
I also enjoy expressing myself through music! Feel free to explore some of my favorite collected albums over on my SoundCloud profile.
