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I will advanced machine learning models and causal inference solutions
About this Gig
Are you looking for more than just a basic script? Do you need AI that actually understands "Why" things happen?
Most sellers offer standard black-box models. As a Research Data Scientist specializing in Multi-Agent Systems and Causal Inference, I provide high-performance AI solutions that drive real-world decisions. Whether you need a predictive model, a complex agentic system, or deep data insights, I deliver production-ready code.
What I Offer:
- Advanced ML & Deep Learning: Classification, Regression, and Neural Networks (PyTorch/TensorFlow).
- Agentic Systems: Multi-agent simulations and LLM-based autonomous agents.
- Causal Inference: Moving beyond correlation to understand true cause-and-effect in your data.
- Computer Vision & NLP: Object detection, OCR, and Sentiment Analysis.
- End-to-End Pipelines: From data cleaning/preprocessing to model deployment.
Why Hire Me?
- Research-Driven Approach: I apply the latest techniques in Data Science to solve your problems.
best in
- Machine Learning,
- Data Science,
- Deep Learning,
- Causal Inference,
- AI Agents
Expertise:
Image processing
Programming language:
Python
Frameworks:
PyTorch
APIs:
Microsoft Computer Vision AI
Tools:
TensorFlow
Other Data Science & ML Services I Offer
FAQ
1. What information do I need to provide to get started?
Ideally, a clear description of your business problem and access to your dataset (CSV, SQL database, or API). If you don't have the data yet, I can assist with data extraction or synthetic data generation strategies as part of the project.
2. Can you work with unstructured data like images or text?
Absolutely. I have extensive experience in Computer Vision (Object detection/tracking) and Natural Language Processing (LLMs, Sentiment Analysis, and BERT-based models). I can transform raw, messy data into structured, actionable insights.
3. What is the difference between Correlation and Causal Inference?
Most ML models tell you what is happening (Correlation). My expertise in Causal Inference allows me to help you understand why it is happening and what will change if you intervene (e.g., "If I change this price, what is the actual effect on sales?").
