Manuel Parra
Forward Deployed AI Engineer (lead IC) | Document AI, inference, and backend systems
Phone: +58 424 434 8349Email: contact@th3nolo.comWork: Remote / UTC-4 / English and Spanish / Open to relocating for the right roleLinkedIn: linkedin.com/in/th3noloWebsite: th3nolo.comGitHub: github.com/th3noloMore than six years building backend, financial data, document, cryptographic, and model-inference systems, with hands-on ownership from design through production.
Professional summary
Forward deployed AI engineer and lead IC with more than six years building production backend, financial, document, cryptographic, and model-inference systems. Recent work includes leading a three-engineer financial-risk platform, multi-tenant construction reporting, payment and DeFi infrastructure, and Rust consent infrastructure. Model-inference work includes serving GLM-5.2-504B on eight RTX PRO 6000 Blackwell GPUs. Leads teams of one to three engineers as a hands-on individual contributor who owns the most critical system in each company and drives the changes and improvements around it.
Professional experience
Technical Lead (IC)
March 2026 - Present
ConTrust Suite - Construction Daily Reporting Platform · Client: Modern Building Leaders (MBL)
- Led two to three frontend, backend, and AI engineers, including junior AI engineers, and designed a multi-repository, tenant-aware construction reporting platform spanning FastAPI services, React/Vite workflows, PDF workers, shared schemas, dashboard analytics, and AI-assisted reporting. The product is a separate line from the ConTrust risk platform, with its own payment-provider registration.
- Built ingestion and mapping flows that convert daily-report PDFs and SharePoint files into normalized reporting data. Records keep raw values, validation flags, source references, and document evidence.
- Improved extraction reliability with source-evidence contracts, idempotent workers, real-document regression tests, accuracy benchmarks, and retry and concurrency controls.
- Delivered seven workflows for source-file review, report navigation, dashboard metrics, canonical review, manpower and equipment analytics, and grounded daily briefs and questions.
Technical Lead (IC)
January 2026 - March 2026
ConTrust (Remote) · Client: Kai Arabia
- Led a three-engineer build, with frontend, backend, and junior AI engineers, of a contractor prequalification, Know Your Business (KYB) verification, and financial-risk platform for Saudi construction. Translated client and product discussions into five architecture documents and more than 44 requirements covering domain rules, system boundaries, and delivery priorities.
- Improved an internal audited-statement extraction evaluation from 34% to 94%. One 22-page filing processed in 97 seconds at roughly USD 0.30 to USD 0.42.
- Designed PostgreSQL and FastAPI domain layers for onboarding, KYB and UBO verification, financial facts, risk scores, payments, audit logs, and notifications.
- Built a document processing pipeline for Arabic and English KYB and financial PDFs. It combines optical character recognition (OCR), vision models, layout-aware extraction, deterministic validation, source evidence, and human review.
Systems Architect, Rust Cryptography & Consent Infrastructure (IC)
October 2025 - December 2025
LayerD (Remote) · Client: MEmob
- Built the Rust cryptographic core for identity-based encryption, BLS signatures, Merkle proofs, threshold decryption, PVSS and DKG flows, and WASM and FFI exports.
- Built a consent path that encrypts records, batches commitments into Merkle roots, and anchors roots without placing plaintext consent on Hedera. Threshold nodes prevent one gateway from decrypting records or signing batch roots alone.
- Secured gateway flows for consent ingestion, Merkle batching, HCS anchoring, proof indexing, provider isolation, OIDC and JWKS tokens, API-key rotation, and restart-safe proof recovery.
- Deployed threshold-node infrastructure with NATS JetStream, DKG convergence handling, encrypted key-share storage, deterministic coordination, health checks, metrics, and Railway and Podman hardening.
Backend Engineer & Systems Architect (IC)
March 2024 - October 2025
Stackit.ai (Remote)
- Led a team of two to three backend and frontend engineers and owned backend and platform architecture for StackIT's onchain wealth automation product. Connected smart wallets, Aave V3 health-factor protection, Bridge.xyz and Plaid onboarding, Privy authentication, scheduled workers, admin operations, and frontend execution flows.
- Connected Plaid OAuth and Bridge.xyz for Know Your Customer (KYC) and KYB onboarding, bank linking, virtual accounts, transfers, static memos, webhooks, idempotency, and compliance-state synchronization.
- Processed more than $500K through Bridge and Plaid-linked virtual accounts over six months with no integration incidents.
- Automated Aave V3 health-factor protection for 84 smart-wallet positions. The system supported more than $2M in collateral flow with zero liquidations over 18 months.
Backend Engineer, Real-Time Sports Gaming Platforms (IC)
September 2020 - March 2024
Zingiber (Remote)
- Built backend systems for real-time fantasy sports and gaming products and directed one developer's backend work. Owned API design, MongoDB schemas, WebSocket state flows, sports-data integrations, debugging, and documentation.
- Built REST APIs with Express and MongoDB. Added OpenAPI documentation, validation, error handling, CORS, environment configuration, and deployment setup.
- Implemented five-player lobbies with Socket.IO for public and private squads, membership updates, player selection, and shared game state.
- Connected external basketball and sports APIs to team, score, fixture, and prediction workflows.
Technical skills
- Programming languages
- Python, TypeScript, JavaScript, Rust, Go, Zig, Solidity, C, C++, C#, Java, Dart, Bash, PowerShell, PHP
- Databases & query languages
- PostgreSQL, MySQL, MongoDB, Redis, SQLite, Neon, ChromaDB, SQL, PL/pgSQL, MongoDB aggregation pipelines, Mongoose, Prisma, TypeORM, Drizzle, Kysely, SQLAlchemy, node-postgres, asyncpg, psycopg
- Backend & Systems
- Node.js, Express, NestJS, FastAPI, Next.js API routes, REST API design, WebSockets (Socket.IO), message queues (RabbitMQ, NATS, Kafka), Redis pub/sub, background jobs and schedulers (Celery, cron), authentication (JWT, OAuth, sessions), Zod validation, Rust services (Tokio, Axum), gRPC and Protobuf, GraphQL, service boundaries, multi-tenant architecture, Django, Chrome Manifest V3, Web Crypto
- Frontend & Apps
- React, Next.js, TypeScript, Tailwind CSS, Vite, Electron, Flutter, Chrome extensions, Playwright and Vitest testing
- Data & AI
- Document processing and PDF extraction, OCR, model providers and routing (OpenAI, Anthropic, OpenRouter, Groq, DeepSeek, MiniMax, Kimi, Cerebras, Qwen, GLM, Gemini), local inference (vLLM, Ollama), retrieval-augmented generation (RAG) and hybrid retrieval, vector search (pgvector, ChromaDB), LangGraph agents, MCP servers, Pydantic, evaluation datasets and grounding checks, multimodal models, PyTorch and Transformers, Pandas and NumPy, source provenance
- AI Tooling & Agents
- Claude Code and Claude app, OpenAI Codex and Codex CLI, opencode, GitHub Copilot, Cursor, Kimi Code and Kimi Work, GLM CLI and GLM Work, MCP servers, agent instructions (AGENTS.md, CLAUDE.md), multi-agent orchestration, prompt-injection defenses
- Infrastructure
- Docker and Docker Compose, GitHub Actions CI/CD, Linux servers (systemd, tmux, SSH and server hardening), Tailscale, Cloudflare Tunnel, GCP, Vercel, Railway, Neon Postgres, Prometheus and Grafana, OpenTelemetry observability, Terraform, Kubernetes, Azure, AWS, Cloudflare Workers, vLLM and multi-GPU inference, Podman, Nginx, Bash and PowerShell automation, audit logging, access control
- Financial & Cryptographic Systems
- Solidity, ethers.js, viem and wagmi, Aave V3, Privy, OpenZeppelin, Hardhat, Foundry, Merkle proofs, BLS signatures, Hedera/Hiero, Plaid, Bridge.xyz, KYC/KYB, virtual accounts, Stripe, consent verification
Selected independent system
Independent product | 2026
- Built a Manifest V3 Chrome extension that turns open tabs into an editable group plan. Chrome changes only after the user reviews and confirms the plan.
- Built a Node.js and SQLite capability gateway with Turnstile activation, non-extractable P-256 installation keys, signed scoped requests, nonce replay protection, quotas, and one-plan concurrency.
- Reduced provider input to browser locale, tab title, and URL scheme, host, and path. The system strips query strings and fragments, rejects incomplete or duplicate assignments, and refuses stale snapshots before Apply.
Education
Bachelor's Degree in Computer Science
Universidad de Carabobo / 2015 - 2021
Languages
- Spanish - Native
- English - C1
Awards and recognition
- Moralis first-place winner, Chainlink Fall Hackathon 2021. Regalis received USD 10,000.
- Moralis pooled-prize winner, Chainlink Spring 2022 Hackathon. Monkey Page Lab won part of the USD 13,500 pooled-prize category.