An AST-free, LLM-free heuristic knowledge graph engine for deep repository intelligence. Map, secure, and modernize enterprise codebases across 50+ languages at extreme velocity

"Adaptive Hybrid Quantization Framework for deploying 7B+ LLMs on low-VRAM devices (e.g., GTX 1050). Features surgical block alignment and Numba-accelerated inference.

Near-lossless 5-bit transformer compression - 23 architectures verified across 4 classes (dense + MoE + SSM + ViT, 0.6B-405B). Hermes-3-405B 1.0066x, Phi-4 1.00506x. SHA-256-verifiable, reproducible reconstruction. OpenAI-compatible API at api.sipsalabs.com. pip install ultracompress

Project OpenSourceTerracore R&D open-source innovations

This repository contains our VXP2 Iteration 1.0B for IISc FSID/STEM Technical Assessment. Hybrid AI-Physics Predictive Maintenance for Aerospace. Integrating LSTM Neural Networks with Thermodynamic Guardrails to achieve >80% accuracy in engine RUL prediction. Built for Orion Spacetech.

omphalOS is an investigation platform for high-stakes analytical work — originally built for the U.S. Bureau of Industry and Security.

Deep-tech funding & valuation tracker for Indian startups — semiconductors, space, aerospace, eVTOL, biotech. Sector/quarter analytics, investor leaderboard.

Advanced Engineering Portfolio: Reference Implementations for Post-Quantum Security, Sovereign AI, and Kinetic Defense Systems. // 16 Scientific Modules.

Deep Tech Scout 是一款基於多 Agent 架構的深科技研發情資引擎。本工具先以以美國 NSF 科研專案為核心示範，整合全球專利分析框架、市場訊號（SEC 財報、ArXiv 論文）與即時產業新聞。透過自動化數據抓取與 LLM 深度分析，協助研究人員快速掌握研發趨勢、識別核心參與者，並自動生成繁體中文產業分析報告。

🚀 Run modern 7B LLMs on legacy 4GB GPUs without crashes, breaking the VRAM barrier for developers facing GPU limitations.