https://github.com/ophiase/ophiase

https://github.com/ophiase/ophiase

Last synced: 5 months ago
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• Host: GitHub
• URL: https://github.com/ophiase/ophiase
• Owner: Ophiase
• License: apache-2.0
• Created: 2025-06-09T09:38:25.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2025-09-12T14:35:25.000Z (11 months ago)
• Last Synced: 2025-10-04T23:54:55.803Z (10 months ago)
• Size: 6.84 KB
• Stars: 0
• Watchers: 0
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Aaron ~ Ophiase

> _Forever wandering the depths of phenomenological awareness._

## About Me

Initially captivated by computer graphics and algorithms, my academic journey has since evolved into a fascination with optimization problems, data science, probability, and statistics.

- 🎇 **Ex-VFX and Simulation Artist**: Once immersed in the world of procedural graphics and simulation.

- 📕 **Academic**: Dual Master's degree in mathematics and computer science, specializing in data science and IA.

- 🤖 **Data Scientist**: 

   - Deeply involved in AI/Data Science projects.

   - Multiple projects in database management (PostgreSQL, Cassandra $\dots$)

   - Experience in big data processing (Kafka, Spark, $\dots$) and their visualization techniques.

- ⛑️ **Medical Computer Vision Impact**:

   - R&D internship at *Avatar Medical* in collaboration with *Institut Pasteur*.  

   - Designed algorithms for advanced 3D reconstruction and visualization of medical scans, contributing to patent applications.  

   - Contributed to cutting-edge research in MRI-specific machine learning applications.  

   - Worked on algorithms for real-time tracking in medical contexts.

- 💾 **Low-Level & High-Performance Computing**:

   - Advanced GPU programming and low-level system development (C/C++/Rust).  

   - Expertise in multithreaded optimization and building CPU/GPU pipelines from scratch.  

- 🌐 **Decentralized Finance & Blockchain Enthusiast**

   - Applied machine learning and data science to the Starknet ecosystem (web3/blockchain), winning three awards across two hackathons.

   - Contributed to open-source projects in blockchain.

## 🏆 Highlights

- **Hackathon Winner**: 2x crypto/DeFi hackathon victories on Starknet, leveraging AI and data science.

   - **Starkware** - Best use of Starknet Promising Projects

   - **Nethermind** - Best Runner Up Integration of AI in transaction simulation

   - **Nethermind** - Best zkML project

- **Researcher**: Explored the intersection of computer vision and medicine.

   - **Patent Pending**: Co-inventor on a pending patent for 3D reconstruction techniques in medical imaging.

   - **Private Research**: Contributed to MRI-specific machine learning applications.

## 👷 Public Github Projects

Some of my public projects spanning various domains:

### Computer Vision, ML & Optimization

- **[Emitter-Optimizer](https://github.com/Ophiase/Emitter-Optimizer)** (Tensorflow) 

- **[Microorganism-Computer-Vision](https://github.com/Ophiase/Microorganism-Computer-Vision)** (OpenCV) 

- **[Tumor-Classification-MA7CY070](https://github.com/Ophiase/Tumor-Classification-MA7CY070)**  (PyTorch)

- **[NURBS-ML](https://github.com/Ophiase/NURBS-ML)**  

- **[Radon-Transform-Study](https://github.com/Ophiase/Radon-Transform-Study)** 

### Blockchain, ML & Data Science

- **[Stochastic-Vector-Oracle-Consensus](https://github.com/Ophiase/Stochastic-Vector-Oracle-Consensus)**  

- **[Astral-ZK-ML](https://github.com/Ophiase/Astral-ZK-ML)** 

### Data Science

- **[Mastodon News - AI/MLOPS Agentic](https://github.com/Ophiase/kafka-mlops-agent-pipeline)** (Kafka, Langchain, Kubernetes, Django, $\dots$)

- **[Variational Sparse Coding for Sparse VAE](https://github.com/Ophiase/VSC-For-Sparse-VAE)** (PyTorch)

- **[Information-Noise-Reduction-For-Investors](https://github.com/Ophiase/Information-Noise-Reduction-For-Investors)**  

   Rational Inattention proof-of-concept using ML. 

- **[Social-Group-Clustering](https://github.com/Ophiase/Social-Group-Clustering)**  

- **[Community Identification Anthology](https://github.com/Ophiase/Community-Identification-For-Large-Network-IFECY070)**  

- **[GNN-IFECY070](https://github.com/Ophiase/GNN-IFECY070)**  

- **[NLP-Course-Notebooks](https://github.com/Ophiase/NLP-Course-Notebooks)**  

### Data Engineering & Analysis

- **[Big-Data-Project-IFEBY310](https://github.com/Ophiase/Big-Data-Project-IFEBY310)**  (PySpark, ETL, Parquet)  

- **[Predictive Valve Guardian](https://github.com/Ophiase/codra-predictive-valve-guardian)** (Sklearn, XGBoost, Streamlit)

- **[Learn GCP ](https://github.com/Ophiase/learn-gcp)** (GCP, BigQuery, VertexAI)

- **[DataBase-Project-IFEBY140](https://github.com/Ophiase/DataBase-Project-IFEBY140)**  (PostgreSQL, BCNF-normalized database)

- **[Knowledge-Graph-IFNCY020](https://github.com/Ophiase/Knowledge-Graph-IFNCY020)**  (SparQL)  

- **[Graph-DataBase-IFNCY020](https://github.com/Ophiase/Graph-DataBase-IFNCY020)**  (Neo4j and PostgreSQL) 

- **[R Library (CA/MCA/CCA implementations)](https://github.com/Ophiase/EDA.HomeWork.III.MA7BY020)**

### Low Level Development

- **[Madara](https://github.com/madara-alliance/madara)**  (Rust Contributor)

- **[Board-Game-CPP](https://github.com/Ophiase/Board-Game-CPP)**