Angelic Charles
@visionbyangelic
Computational Neuroscience · ML
Probing how intelligence emerges in brains and machines—from the ground up. 🧠
Synaptic Soundscape
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Hint: Double-click avatar for brain activity.
Ongoing Research
🔬
EM-NAV: Geometry & Transferability of Spatial Representations
License: GPL v3 · GitHub Repo
Computational neuroscience research study investigating how population sparsity, spiking thresholds, and network recurrence shape the geometric layout, linear decodability, and zero-shot transfer stability of emergent spatial manifolds learned from egocentric sensory data.
Layperson Translation:
We are testing if forcing artificial intelligence to obey the same biological constraints as the human brain (like using spikes of electricity and very little energy) forces the AI to build a "mental map" of its world, just like we do.
Research Stack:
Python 3.10+ · snnTorch · PyTorch · Blender 3D · MiniGrid · PPO
Technical Stack
Neuro & ML
PyTorch, snnTorch, TensorFlow, MNE, Scikit-Learn
Vision
OpenCV, YOLOv8, MediaPipe, Image Segmentation
Languages
Python, SQL, JavaScript, Java
Creative
Blender, Arduino, Raspberry Pi
Professional
Research & Publications
Affiliations & Community
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Neuromatch Academy
Computational Neuroscience · Interactive Track
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African Neuro-Data Research lab
Neuroscience Researcher
🌍
Women in Neuroscience Nigeria
Virtual Coordinator · Community & outreach
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Neuroscience Resource Hub
Curated Telegram repository for academic literature, datasets, and research materials.
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Cohere For AI
C4AI Community Member · BIRDS Program Member · ML Interpretability & Sparse Autoencoder research
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American Psychological Association (APA)
International Affiliate Member · Tracking cognitive & behavioral neuroscience
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African Brain Data Network
MRI/FMRI · Contributing to Brain data science research and publication.
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DataraFlow · Data Science Valedictorian
Ranked 1st of 365 participants · Led the "Data Raiders" Research Collective.
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CAMERA MRI Africa · SPARK Academy Fellow
AI in Medical Imaging · Collaborating with McGill University & mailab.io on diagnostic tools.
Featured Projects
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Embodied Morphological Navigation
SNN agent in 3D Blender environments studying emergent spatial representations.
🦷
OralSight
AI oral lesion classifier · MobileNetV2 · Deployed on Vercel
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Neuro-Fatigue Predictor
1D-CNN cognitive fatigue detection from EEG · FatigueSet dataset
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Emotiwave — Multimodal Emotion Recognition
Deep learning MER system · Preprint on Figshare & HAL
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Computer Vision Projects
ASL-to-text, hand tracking, and motion detection using MediaPipe & YOLOv8.
🤖
Nigerian Tech Job Market Analyser
Multi-agent GenAI · Azure OpenAI GPT-4o · Streamlit
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HuggingFace — OralScan API
Gradio backend for OralSight · NerdyAlgorithm/oralscan-api
Featured Writing
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Are You Really One Person? Split-Brain Research
Medium · Neuroscience · Pinned article
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The Name That Turned the Lights On
Substack · The foundational philosophy of translating complex science into narrative form.
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When Your Hand Rebels: Alien Hand Syndrome
Medium · Neuroanatomy & Philosophy deep dive
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Building Explainable AI: From Trees to Forests
Hashnode · Data Science · Decision Trees & Random Forests
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Decoding the Unconscious: Predicting Burnout (99% Recall)
Medium · 1D-CNN on EEG · Cognitive Fatigue
All Writing
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Hashnode — NerdyAlgorithm
Technical guides · Data science journey
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Medium
Neuroscience research & computational deep dives
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Substack — Research As Stories
Dense academic research translated into stories you actually want to read.
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Substack — visionbyangelic
Metaphysics, psychology, philosophy, and original thoughts. Architecture of the mind & my search for meaning.
Social
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X / Twitter
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🎯
Pinterest
@visionbyangelic
🦋
Bluesky
@visionbyangelic
💬
Research As Stories
Science Communication
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Notes & Questions
Leave a note or ask me a question in my personal space
🗓️
Book a Call
30-min chat for research brainstorming or collaboration
✉️
Email
visionbyangelic@gmail.com