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🌟 Crafting each piece of content is a journey that demands both time and passion. If you enjoy my work, consider fueling my creativity Buying me a Coffee ☕ or supporting me on GitHub Sponsors 🚀
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Innovative and dynamic Data Scientist with a proven track record in leveraging AI and Machine/Deep Learning techniques to develop impactful data-driven solutions. My skill set includes:
- ✅ Data Visualization & Analytics: Power BI, Looker, Tableau, Matplotlib, Seaborn, Plotly, Streamlit, Gradio
- ✅ Web Scraping: BeautifulSoup, Scrapy, Selenium
- ✅ Maths and Statistics: Statsmodels, SciPy
- ✅ Data Science & ML: Python, TensorFlow, PyTorch, Scikit-learn, OpenCV, NLTK, SpaCy
- ✅ AI: Langchain, LlamaIndex, OpenAI, Hugging Face, Transformers, Ollama, Llamafile, CrewAI, Pinecone, Qdrant, Chroma, Faiss, Ragas, LangSmith
- ✅ Key Domains: Regression, Classification, NLP, LLM, RAG, Computer Vision, Time Series, Neural Networks, Ensemble Methods, PCA, Clustering, Dimensionality Reduction, Anomaly Detection
- ✅ Data Engineering: dbt, Terraform, SQL, BigQuery, PySpark
- ✅ MLOps: MLflow, Prefect, Mage, Comet, Docker, Kubernetes
- ✅ APIs: Flask, FastAPI, AWS API Gateway
- ✅ Cloud Platforms: GCP, AWS
- ✅ Version Control: Git
Currently working as a Freelance for Data Analytics/Science ML and AI end-to-end projects, and open for further cooperation opportunities!
If you want me to develop a project for you feel free to contact me! I always keep developing personal projects and I'm happy to implement new ideas 😃
👉 CONTACT ME! 👉 Book a Free Call, use this Form or reach out on LinkedIn! 🚀
💰 My personal end-to-end projects can be found in these repositories. Feel free to click ⭐ if you like them 😎
| Project Name | Main Libraries/Tools | Cloud Service | App | DevOps Best Practices |
|---|---|---|---|---|
| ML/MLOps | ||||
| Medical Insurance Costs Prediction | Scikit-learn TensorFlow SageMaker Comet ML Flask |
AWS | Experiment Tracking Model Registry Model/Data Monitoring Linting Formatting Testing Error Handling Coverage CI/CD |
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| Stroke Prediction | Scikit-learn XGBoost SageMaker Comet ML Flask Docker |
AWS | Experiment Tracking Model Registry Model Monitoring Containerization Testing Error Handling |
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| Car Price Prediction | Scikit-learn TensorFlow MLFlow Prefect Flask Docker Grafana Terraform |
AWS | Experiment Tracking Model Registry Model Monitoring Orchestration Containerization Linting Formatting Testing Error Handling IaC CI/CD |
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| Taxi Rides Prediction | Scikit-learn TensorFlow MLFlow Prefect FastAPI Docker |
GCP | Experiment Tracking Model Registry Model Monitoring Orchestration Containerization Error Handling |
|
| Music Clustering | Scikit-learn FastAPI Docker |
AWS | Streamlit | Containerization CI/CD |
| Birds Classification | Pytorch | Gradio | ||
| Food Prediction | Scikit-learn TensorFlow OpenCV FastAPI Docker |
GCP | Streamlit | Containerization |
| LLM, RAG and Fine-tuning | ||||
| Scalable RAG with GKE, LlamaIndex and Qdrant | OpenAI LlamaIndex Qdrant Docker FastAPI GKE |
GCP | Streamlit | Containerization Linting Formatting Testing Error Handling CI/CD |
| RAG AWS LangChain Qdrant | OpenAI LangChain Qdrant Docker AWS API Gateway |
AWS | Streamlit | Containerization Linting Formatting Testing Error Handling |
| Q&A and Summarization | Hugging Face Transformers Whisper Langchain ChromaDB |
Streamlit | Error Handling | |
| Multimodal Llama Index | Gemini LlamaIndex Qdrant |
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| RAG Llama Index | OpenAI LlamaIndex Deep Lake |
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| RAG LangChain Ragas | OpenAI Hugging Face Transformers Faiss LangChain Ragas |
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| Agentic RAG LangChain Pinecone | OpenAI Groq LangChain Pinecone |
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| CrewAI RAG LangChain Qdrant | OpenAI LangChain Qdrant CrewAI Agents |
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| Fine Tuning Gemma 2B | Hugging Face Transformers PEFT (LoRA/QLoRA) |
Hugging Face | ||
| Data Analysis + Modeling | ||||
| Cryptocurrencies Analysis | ARIMA XGBoost TensorFlow LSTM Prophet |
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| News Classification | Scikit-learn (Multinomial Naive Bayes) Tensorflow (CNN, RNN, feedforward) |
Streamlit | ||
| Breast Cancer Classification | Scikit-learn Spark |
IBM | ||
| Bank Churn Classification | Scikit-learn LightGBM XGBoost CatBoost |
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| Data Engineering | ||||
| Hotel Reviews | Prefect Spark SQL BigQuery dbt Terraform Looker |
GCP | Orchestration Linting Formatting Error Handling Pre-Commit IaC CI/CD |
|
| Air Quality Switzerland | Mage dbt SQL BigQuery Docker Terraform Looker |
GCP | Orchestration IaC Containerization CI/CD |
💸 Additionally, you can find my Power BI projects:
- Personal Finance: Analysis and Comparison of Income, Bills, Profits and Available Money
- Product Sales Comparison: Product Sales Comparison using DAX functions
Last but not least, I also have a Tableau portfolio using groups, sets, blends, joins, table calculations, storylines, parameters, animations, and other advanced functions
| Cloud Storage | BigQuery | Cloud Run | VM | GKE | Vertex AI | Dataproc | Earth Engine | Container Registry |
|---|
| SageMaker | S3 | EC2 | ECR | Kinesis | Lambda | Glue | Athena | Firehose | CloudWatch | RDS | API Gateway | EventBridge |
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| Azure Databricks | Data Lake Gen2 | Data Factory | Container Registry |
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