Deterministic desktop-fleet recovery planning with compatibility checks, CP-SAT optimization, and auditable simulated repair workflows

Call transcription that runs on your own computer: Whisper large-v3 on your GPU, who said what, summaries and follow-up emails from a local LLM, and a map of where the text can't be trusted. No cloud, no account.

Paved-road DevSecOps pipeline: Gitleaks, Semgrep, Checkov, Trivy, Cosign, SBOM – reusable GitHub Actions with policy gates.

An advanced AI auditing architecture that dynamically constructs a Neo4j Knowledge Graph from source documents to fact-check LLM outputs. It intercepts queries and evaluates AI responses against the ground-truth graph, calculating a deterministic accuracy score using custom topological and semantic research parameters to detect hallucinations.

ArgusGraph transforms CCTV footage into a queryable spatiotemporal knowledge graph. It enables users to ask natural-language questions about observed activities, retrieve frame-level evidence, and explore relationships between video frames and extracted attributes.

Self-hosted IPTV player & Xtream Codes server for free, legal live TV. Verifies streams, includes an EPG TV guide and works with Smart TVs (IPTV Smarters, TiviMate). FastAPI + React.

Next-Gen Ultra-Fast Asynchronous Python Media PVR combining Sonarr (TV), Radarr (Movies), and Prowlarr (Trackers Hub) with SQLite WAL mode.

Cognitive middleware for personal and enterprise AI agents: 14 MCP tools and a REST API for intent mirroring, persona/context profiling, decision support, memory, guardrail checks, and approval workflows. Deterministic offline engines with optional live Jev, SQLite/PostgreSQL, and Docker.

Cerebro — shared, attributed memory for AI agent teams, with the Sinapsis web panel: hybrid search, local embeddings (EmbeddingGemma), tasks and MCP. Runs fully local.

面向 1–7 天国内自由行的多智能体 AI 旅行规划工作台。基于 LangChain + Tool Calling，结合高德地图与和风天气，生成景点、三餐、住宿、天气和预算方案；支持地点照片与地图跳转、对话局部调整、候选替换、地点锁定与撤销、Markdown / JSON 导出，以及 SSE 进度推送和刷新恢复。Python · FastAPI · Pydantic · SQLite。

Local-first stock research: calibrated volatility ranges, transparent signals, BYO data providers — never predicts direction

Local-first, LLM-assisted literary CAT platform (EN to IT): PDF import, entity & glossary knowledge base, human-approved translation with immutable versions, DOCX/EPUB/PDF/XLIFF export. Fully offline against your own OpenAI-compatible LLM gateway.

Browser-based throughput, latency, jitter and packet-loss tests: Python server, TypeScript UI, REST API, WebRTC UDP probe

Markdown-first todo system for humans and AI agents: P×U nine-grid board, inbox / someday / watch tracks, one line per task.

Enterprise-Grade Decoupled Agentic RAG & Knowledge Platform (Python FastAPI + Node.js TypeScript Gateway)

Smart Text Classifier: an NLP/ML project that classifies short messages into Complaint, Inquiry, Feedback or Other using TF-IDF and Logistic Regression. Includes a custom dataset, evaluation metrics, a FastAPI web interface, API, tests, and a report.

Open-source business workflow automation platform with a visual workflow builder, durable execution engine, approvals, webhooks, and self-hosted deployment.

CourseNest — High-Performance, Local-First, Offline Educational Studio with Multi-Platform Desktop & Mobile Support

A modern full-stack productivity suite featuring a Pomodoro focus sprint timer with synthesized audio, task & project tracking, Recharts analytics, and GitHub-style activity heatmaps. Engineered with a high-performance FastAPI backend (JWT auth, SQLModel, audit logs) and a sleek React/TypeScript dashboard designed for intentional deep work.

Customer-service agent for bank transaction disputes: the LLM labels intent; policy, confirmation and human handoff run in code. Continues the Factored AI & Data Hackathon 2026 project.

Self-hosted infrastructure observability & AIOps: CPU/GPU/RAM/disk/network collector, SQLite time-series store with rollups, Prometheus-style alerting, anomaly detection (incl. CUDA autoencoder), capacity planning, FastAPI dashboard, Prometheus + Grafana compose.

MahaGuru AI From confusion to clarity. Reflective mentorship and personalised learning for college students.

BDSG SoloOS — Open-source infrastructure for solopreneurs, officially developed and sponsored by BDSG Foundation within the BDSG ecosystem (BDSG Group & BDSG Holdings). Rent the model, own the brain. MIT licensed.

Лабораторная работа №6: веб-программирование на Python, FastAPI (вариант 10)

Find GitHub projects by describing them: semantic search over every daily trending repo on trendshift.io since 2024 (README + metadata, bge-m3, Korean/English)

WhatsApp appointment scheduling assistant for dental clinics. Patients book, reschedule, cancel, and confirm 24/7. Python, FastAPI, PostgreSQL.

Self-hosted reviewer for GitHub pull requests that posts few, verified findings. Bring your own model.

Offline PCAP/PCAPNG network analysis platform with Wireshark-grade packet inspection, display-filter engine, and interactive communication topology

弈·PlayGo — 本地围棋对弈：KataGo AI 三档棋力·读秒计时·AI推荐·形势判断·深度复盘 | Local Go/weiqi with KataGo AI, hints, territory & deep review

High-scale Arabic text classification engine (10M+ docs/day) with AraBERT v2, Redis caching, and dynamic INT8 ONNX export.