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Nothing pretrained. Nothing hidden. 47.6M parameters, one GPU, one hard cap.
Smarter lending decisions, one prediction at a time.
RepoPilot — “Scan Smarter. Build Better.” 🔥
AI-based brain aging analysis that compares biological and chronological age, maps regional changes, and tracks brain aging over time through an interpretable clinical dashboard.
Your Vibe. Your Music. Your People.
Until now, people learned how to use computers. Iris turns that around: the computer adapts to you, steered by your head and eyes through the webcam you already own.
AssetMind is a digital memory and lifecycle system for physical office assets
The main objective of our project is to develop a software application that automates the testing report generation process for Non-Automatic Weighing Instruments, according to OIML R-76.
AI-powered emotion analysis that helps users understand and track their emotional patterns.
GIBC's Track 01 caps a language model at 50,000,000 trainable parameters, and the cap counts the token embeddings and the output head.
OXBOW is a financial-crime intelligence platform for mobile-money monitoring.
Explainable phishing and social-engineering intelligence combining deterministic URL signals, brand spoof detection, RDAP data, and local LLM analysis into structured risk reports.
Vortex-50M — A 49.8M decoder-only transformer built from first principles, trained on 1B tokens to be a private, on-device cybersecurity expert.
AI-powered continuous repository copilot: deep semantic code auditing, 1-click refactoring, interactive architecture visualization, and auto-generated OpenAPI 3.0 documentation.
Full-stack AI platform transforming scattered research into an interconnected, queryable knowledge network.
Does a sepsis model see the patient, or what clinicians chose to measure? We split physiology from measurement process, then moved the models between two hospitals to see which signal survives.
CareLoop AI turns a doctor's note into a living care plan that flags at-risk patients and lets AI agents close the loop — over MCP.
A sub-50M-parameter language model trained from scratch on a shoestring budget - systematic scaling runs on free Kaggle T4s, fully evaluated on HellaSwag, ARC-E, PIQA, WinoGrande and WikiText-103.
A human-gated multi-agent AI system that validates invoices, detects duplicates, anomalies and PO/vendor mismatches, and explains financial risks before approval.
Local RAG wiki and 48.15M parameter foundational LLM for 165 ISO and SMK3 compliance standards.
A 48.6M-parameter Co4 LM trained from scratch for 1.9B tokens on a 16-core CPU VM, with hybrid Muon/AdamW optimization and retention-aware post-training.
SpeakUp AI is an interactive AI communication trainer that helps students improve English public speaking interviews, presentations, and everyday conversations through realistic practice scenarios
I trained ODIN Pocket from scratch on an RTX 4070. It’s a 49.3M-parameter language model you can run on a CPU to generate text and inspect the probability of each token.
Regi-Twin brings pro-athlete recovery tech to everyone—just your phone camera. Health isn't a luxury, it's a right. Track strength, mobility & fatigue via CV-powered pose analysis, no hardware needed
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