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 documents.LangGraph 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 repoRepositoryTechnical Audit / DocTechnical Audit / DocTechnical Audit / DocTechnical Audit / Doc
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 homepages.9-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 Guardprivate repoCase Write-up
ARIA2026 · solo buildA raw churn probability isn't actionable on its own.XGBoost 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 repoRepository
PredictLab2026 · solo buildA bare 'Diabetic / Not diabetic' output raises more questions than it answers for anyone without a medical or machine-learning background.SVM, 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 demoInteractive DemoRepositoryResearch Preprint

Archive

Builds with public repositories. More in the 37-repo GitHub profile.

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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
—

  1. Nothing printed yet. Scroll the page and I'll log each step.

Each line links back to its step.

Tearing copies a plain-text summary, with Vinayak's email, to your clipboard.