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data-science

A collection of 8 posts

Intergalactic Frequencies

Intergalactic Frequencies

Series I - IX. In a time when art and technology intersect at an unprecedented pace, Intergalactic Frequencies explores the merging of human creativity with machine intelligence. Centered on the concept of iterative generative processes, the project begins with a simple hand-drawn sketch and evolves into a surreal visual experience

BOS Component Categorization. NEAR Protocol, chatGPT fine-tuning

BOS Component Categorization. NEAR Protocol, chatGPT fine-tuning

Optimizing Component Categorization with AI: Enhancing Discoverability in NEAR Protocol Project Overview: AI-Powered Component Categorization At Pagoda Inc., we tackled a complex challenge: refining the categorization of over 15,000 components within the NEAR Protocol Blockchain Operating System (BOS). The goal was to enhance searchability, improve developer experience, and optimize

Social Connectivity: NEAR's Recommender System

Social Connectivity: NEAR's Recommender System

At Pagoda Inc., we designed and deployed a recommender system to enhance user engagement on the NEAR social platform. By leveraging advanced machine learning for similarity detection, network analysis, and blockchain integration, we optimized user interactions and decentralized social connectivity. Company: Pagoda Inc. Role: Data Scientist Network Dynamics and Community

A virus-like structure in teal, surrounded by organic forms and embedded in a data-grid-like environment

Twitter on Health

Social Media Sentiment Analysis. We conducted an analysis of emotional responses to prominent diseases on Twitter in the post-pandemic era.

Retina Fundus by Frank Wood on Wikipedia with moderate retinopathy symptoms

APTOS Retinopathy Detection

Asia Pacific Tele-Ophthalmology Society (APTOS) - Early Detection of Diabetic Retinopathy to Mitigate Vision Loss: A Pre-Blindness Intervention Framework. About this Competition A Code Competition to find early prevention solutions. Each image is labeled with the severity of diabetic retinopathy on a scale of 0 to 4: 0 - No

Blockchain Approach to Medical Data Ownership

Blockchain Approach to Medical Data Ownership

In today’s world, the conversation around data ownership, particularly in healthcare, is becoming ever more relevant. With the rise of digital health records and the increasing integration of sensor technologies, patients face the challenge of keeping control over their personal medical data. At a hackathon in Heidelberg, our team

Classifiying Gene Mutations

Classifiying Gene Mutations

This competition was a kaggle challenge to develop classification models which analyze medical articles and, based on their content accurately determine oncogenicity (4 classes) and mutation effect (9 classes) of the genes. See NIPS Competition Track for further submissions. Approach I applied Natural Language Processing and Understanding methods to transform

Blackforest Lake, wide ratio, analogue film shot

Filmmaking to Data Science

Welcome to my personal journey of transformation from a filmmaker to a data scientist. I aim to attract investors and collaborators who resonate with my vision of blending art and technology. Together, we can create sustainable and thriving opportunities. Ab Ovo to Medias Res Compared to writing, music, and painting,