demelere

3D-Portfolio

3D portfolio site using Blender for models and scenes, and Three.js and React Three Fiber for displaying these in the browser

Fave-o-Miner

Python script to pull twitter favorites and parse them from any publicly available twitter profile.

Geospatial-auto-segmentation-and-labelling

Auto-segmenting and labelling satellite images using Python and transformer models (SAM, Grounding DINO) on Umbra SAR data

Research-paper-newsletter

Personal research paper newsletter using Python, OpenAI GPT, Gmail API, and PyPDF2

Robot-location-topology-graph

Robotic drone topological localization graph using React, Express, and a force-directed graph library

Robotic-arm-automation

Spike on controlling an industrial robotic arm using Python, and RoboDK for a simulation environment

Rocket-launch-telemetry-ingestion-pipeline

Streaming orbital launch vehicle telemetry pipeline and dashboard using Kafka for ingestion, PySpark for transformation, InfluxDB for storage, Grafana for live visualization, and Docker

Satellite-image-field-detection

Geospatial analysis of vegetation using Python, Rasterio, and Earthpy

Solar-array-anomaly-detection-pipeline

Solar array data API and anomaly detection service using Timescale DB and FastAPI on AWS ECS, ensemble algorithms, and AWS Sagemaker Pipeline

Spacecraft-subsystem-search-interface

Spacecraft platform and subsystem nested object search and visualization with React and D3

demelere/Geospatial-auto-segmentation-and-labelling

Auto-segmenting and labelling satellite images using Python and transformer models (SAM, Grounding DINO) on Umbra SAR data

demelere/Research-paper-newsletter

Personal research paper newsletter using Python, OpenAI GPT, Gmail API, and PyPDF2

demelere/Robot-location-topology-graph

Robotic drone topological localization graph using React, Express, and a force-directed graph library

demelere/3D-Portfolio

3D portfolio site using Blender for models and scenes, and Three.js and React Three Fiber for displaying these in the browser

demelere/AI-Robotics

demelere/demelere

Config files for my GitHub profile.

demelere/Question-generation-with-transformers

NLP question generation using the T5 transformer model and the SQuAD dataset

demelere/Robotic-arm-automation

Spike on controlling an industrial robotic arm using Python, and RoboDK for a simulation environment

demelere/Rocket-launch-telemetry-ingestion-pipeline

Streaming orbital launch vehicle telemetry pipeline and dashboard using Kafka for ingestion, PySpark for transformation, InfluxDB for storage, Grafana for live visualization, and Docker

demelere/Satellite-image-field-detection

Geospatial analysis of vegetation using Python, Rasterio, and Earthpy

demelere/Solar-array-anomaly-detection-pipeline

Solar array data API and anomaly detection service using Timescale DB and FastAPI on AWS ECS, ensemble algorithms, and AWS Sagemaker Pipeline

demelere/Spacecraft-subsystem-search-interface

Spacecraft platform and subsystem nested object search and visualization with React and D3

demelere/Arduino-Sensor-Fusion

Spike on robot mobility using C to read and fuse sensor data

demelere/ASCII-Shaders

Pre-rendering videos as high fidelity ASCII animations

demelere/Conformal-Prediction-on-Industrial-Use-Cases

Spike on applying conformal prediction to industrial manufacturing or AI-enabled robotics

demelere/Data-Concepts-and-Patterns

Notebook for mathematical and physical concepts underlying AI, robotics, and 3D, and when to apply them

demelere/Declutter-Tabs

Chrome extension that uses an LLM/CV to semantically categorize open tabs and output them as actionable notes

demelere/EEG-algorithm-benchmarking

demelere/github-readme-stats

:zap: dynamically generated stats for Github Readme's

demelere/Knowledge-pipeline

Personal knowledge pipeline that uses Langchain to query heterogenous sources (Twitter likes, saved articles, podcasts, YT videos), and captures, reviews, and integrates them into flashcards for spaced repetition

demelere/MIG-Bot

Spike into using ROS2 and 3D computer vision for task and motion planning for MIG welding

demelere/NIRS-classification

Finger tapping task classification model and data processing pipeline with fNIRS brain signal recordings

demelere/Ocean-sensor-data-pipeline

Ocean wave logger and monitor and swell predictor using Python, PySpark for aggregation, PyTorch for modeling, Flask to create a model service, and Docker

demelere/Open-World-Adaptive-Learning-Implementation

Implementing the adaptive mobile learning framework from scratch

demelere/Penguin-species-image-classification

Sagemaker Pipeline for penguin species image classification

demelere/Physics-Informed-Neural-Networks

Spike on exploring encoding physical laws into neural network loss functions to constrain training

demelere/Robotics-and-Hardware-Concepts-and-Patterns

Notebook on major components of robotics, robotic system design patterns, sensor modalities, and other mechanical, electrical, and embedded considerations

demelere/Robotics-Task-and-Action-Planning

Spike on classical and generative (diffusion) approaches to robotics task and action planning

demelere/Sensor-Control-Modules

Sensor control modules for IoT/edge devices

demelere/Spacesuit-subsystem-edge-anomaly-detection

Edge AI for anomaly detection in personal life support system cooling fan