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th3nolo/README.md

Manuel P.

Lead software engineer working on document AI and RAG for financial data,
multi-tenant SaaS backends, and Rust/WASM cryptography.

WebsiteLinkedInUpwork


What I've built

Multi-tenant construction reporting platform (2026, in production)

  • Lead engineer and architect on a project-scoped platform that ingests jobsite documents and SharePoint files and normalizes them into structured reporting data across an owner/contractor/subcontractor hierarchy
  • Tenant isolation by row-level security, schema-per-tenant, and scoped credentials; source-traceable ingestion with raw values, validation flags, and document evidence
  • Seven reporting workflows: source-file review, dashboards, manpower/equipment analytics, cost projections, weather-cross-referenced anomaly flags, grounded daily briefs/Q&A
  • FastAPI, React/Vite, PDF workers, Pydantic, AI reporting

Financial document AI pipeline (2026, in production)

  • Tech lead on a compliance platform; sole owner of the OCR service that turns Arabic and English audited financials into verified structured data
  • Two AI channels read every page in parallel and vote. Deterministic checks (assets = liabilities + equity, section totals, cross-year) accept or reject each value; anything uncertain goes to a human
  • Accuracy went from 34% to 94% on real statements; values that fail the checks go to human review instead of into the output. Processing costs $0.30–$0.42 per company
  • TypeScript, Python/FastAPI, PostgreSQL, LLM vision + OCR, Hedera

DeFi position automation (2024–2026)

  • Ran liquidation protection for 84 smart-wallet positions on Aave V3 over 18 months. Wrote the Solidity wallet factory solo and deployed it to Arbitrum
  • More than $2M in collateral flow, zero liquidations. In historical stress tests the protection logic survives all 7 major crashes 2021–2025
  • Rust, Solidity, TypeScript, Go, React, PostgreSQL

Threshold cryptography network (2025)

  • Built the cryptography and backend of a consent-verification network: 7-of-10 threshold decryption, BLS aggregate signatures, Merkle proofs anchored to Hedera
  • 3.63M real device IDs hashed, Merkle-batched, and pinned in 63 seconds; three independent nodes verify every consent
  • SDKs shipped in Dart, TypeScript, Java, and Rust
  • Rust, WASM, BLS12-381, NATS

Public code

  • quake-reunite - missing-person search API and 3D map for the June 2026 La Guaira earthquake; OCRs hospital lists and de-duplicates records by cédula and name
  • sqlbench-harness - benchmark harness for LLM-generated SQL (BIRD, KaggleDBQA, Defog SQL-Eval, Spider 2.0); runs the model's SQL and the benchmark's known-correct SQL on the same database and reports accuracy and cost
  • wdk-browser-extension-starter-public - Chrome/Brave wallet starter on Tether's Wallet Development Kit: encrypted local vault, keys held only in the background service worker, transaction review that decodes ERC-20, Uniswap, Aave, bridge, and Safe calls across seven chains. 290 tests, MIT
  • aave-v3-data - Aave V3 reserve data for 13 networks, published daily by GitHub Actions to GitHub Pages; running unattended since July 2025 with no servers and no API keys
  • colab-inference - turns Colab's free T4 GPU into a local OpenAI-compatible LLM API
  • downloadtomarkdown.com - document-conversion SaaS, built and run solo: scanned PDFs, images, and DOCX in, Markdown out

Tech stack

Category Technologies
Languages Rust, TypeScript, Python, Go, Solidity, Dart
AI/ML Document AI, OCR, RAG, agents, multi-model pipelines, LLM evaluation, LLM integration
Backend FastAPI, Node.js, NestJS, Express, WebSockets
Smart contracts Solidity, Hardhat, Foundry
Data PostgreSQL, MongoDB
Infrastructure Docker, Google Cloud, WASM, Hedera
Education

Computer Science (2015-2021)

Profile views

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  1. openrouter-mcp openrouter-mcp Public

    Mcp compatible with claude code cli tool to use open router models

    JavaScript 12 7

  2. aave-v3-data aave-v3-data Public

    Aave V3 reserve data for 13 networks: rates, reserve parameters, liquidity, governance changes. Static JSON + HTML on GitHub Pages, updated daily by GitHub Actions. No API keys.

    Python

  3. colab-inference colab-inference Public

    Run LLMs on Google Colab GPUs with an OpenAI-compatible API. Includes auto-deploy via CDP and local proxy.

    Jupyter Notebook

  4. wdk-browser-extension-starter-public wdk-browser-extension-starter-public Public

    Clean-history public release of the WDK browser extension starter

    TypeScript