Index · 4 case files · 10 archived builds

Systems

Case files first one row each with a teardown behind every name Then the open-source archive with public repositories and full tech stacks

  • 4 case files
  • 6 Agents & RAG
  • 3 MLOps & Platforms
  • 1 Multimodal
Case files one row each Column headers with arrows sort the table
SystemProblemArchitecture & StackImpact MetricPostureLinks & Proof
Loom.ai2026 · solo buildChat windows can't execute code or check answers against private documentsLangGraph agent in an E2B sandbox; turns routed across 8 models retried on up to 2 alternate providersLangGraph · FastAPI · Next.js · E2B Sandbox · pgvector · Groq · OpenRouter · WebSockets8.9 → 5.0 sMedian time to first token with prompt cachingE2B Sandbox · 8-Model Routerpublic repoCase studyInspect systemGitHubArchitecture docPerformance methodKnown limitsModels and routing
LazyHire2026 · solo buildListings around Technopark Infopark and UL CyberPark are scattered across disconnected portals full of duplicates often missing dates and linked to generic company homepages9-source ingest deduplicated on URL plus company title and location; MiniLM and SQLite FTS5 ranking; fabrication guard on CV editsNext.js 16 · React 19 · TypeScript · SQLite + FTS5 · Drizzle ORM · MiniLM · Groq · Playwright9Job sources merged and deduplicated9-Board Ingest · Zero-Fabrication Guardpublic repoCase studyInspect systemGitHubWrite-up
ARIA2026 · solo buildA raw churn probability isn't actionable on its ownXGBoost classifier behind FastAPI; three risk tiers; Llama 3.3 writes the summary ElevenLabs reads itXGBoost · SMOTE · scikit-learn · FastAPI · Llama 3.3 70B (Groq) · ElevenLabs10kCustomer records trained on10k-Record XGBoost · Voice Briefingpublic repoCase studyInspect systemGitHub
PredictLab2026 · solo buildA bare 'Diabetic / Not diabetic' output raises more questions than it answers for anyone without a medical or machine-learning backgroundSVM Random Forest and Logistic Regression behind one FastAPI service; Llama 3.1 explains each resultscikit-learn · FastAPI · Llama 3.1 (Groq) · Docker · Hugging Face Spaces3Clinical screening modelsLive on HF Spaces · Zenodo Preprintpublic repo · live demoCase studyInspect systemLive demoGitHubDOI

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FEATURED ARCHIVE BUILD8-Agent Pipeline · Local ML Fallback
Multi-Agent Analytics · 2026

InForge-AI

Drop in a CSV get a full analysis: eight agents zero manual steps

Autonomous 8-agent CSV-to-report analytics platform (Ingest → Clean → EDA → Visualize → ML Benchmark → Insights → Code Gen → Chat) streaming over WebSockets pandas scikit-learn and XGBoost compute every numerical result locally so provider outages never break the core analysis

  • FastAPI
  • WebSockets
  • React
  • pandas
  • scikit-learn
  • XGBoost
  • Gemini
  • Groq
  • OpenRouter
  • Docker
8Autonomous pipeline agents
4ML models benchmarked / run
0LLM calls needed for core run
View InForge-AI on GitHub

NEO // run for vinayak k v
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