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AI Investment Platform
FinTech · Private beta
An agentic advisor calls 15+ live tools and chains up to 5 rounds to answer in context, not guess.
A multi-asset investment platform with AI-assisted analysis, real-time market intelligence, and professional-grade risk controls. Built for retail investors who want institutional-quality tooling. Live in private beta with an invited user base.
✦Agentic AI advisor that calls 15+ live tools (your real portfolio, market data, correlations, dividends, forecasts, stress tests, and crisis scenarios), chaining up to 5 tool rounds to answer in context instead of guessing
✦AI-driven forecasting and buy/sell recommendations backed by risk scoring and geopolitical signals
Verdicts come back in seconds, checked against trusted Philippine fact-checkers.
A mobile app for iOS and Android. Share any link or screenshot from any app via the system share sheet. Within seconds, on-device classification triages the claim, and a backend NLP + RAG pipeline checks it against trusted Philippine fact-checking sources. Verdicts come back as Green (verified), Red (debunked), or Gray (needs review), and verified results auto-publish as articles anyone can browse.
✦Event-driven microservices: ingestion, NLP triage, verification, community, and notification services communicate over NATS JetStream, with pgvector RAG for retrieval
✦Share from any app: paste a Facebook post, drop a TikTok link, or hit Share in your browser
React NativeTypeScriptPythonFastAPIExpress
Autopilot Sales CRM
SaaS · Private beta
Build a follow-up cadence once and run it across thousands of leads on autopilot.
A multi-tenant sales CRM that automates the busywork of selling (activity logging, follow-up cadences, lead scoring, and forecasting), then surfaces each rep's single highest-value next action. Reps send and sync email from Gmail or Microsoft 365 / Outlook, call leads in-browser or via click-to-call, and migrate their book in from Salesforce or HubSpot in minutes.
✦Build a multi-step follow-up cadence once, in a step list or a drag-and-drop flow builder, and run it across thousands of leads on autopilot, with AI drafting a personalized email for every prospect
✦Built-in AI assistant answers questions and proposes next actions (log activity, draft a follow-up, update a deal) that reps approve in one click
165,000+ bills tracked to their authors, and 77 controversies cross-referenced across 2+ outlets.
A platform that puts every Philippine politician's full track record in one place: bills they authored, controversies that follow them, family connections, and how they actually voted. Built on official records and fact-checked sources, so voters decide on data, not campaign jingles.
✦AI chatbot answers questions on any politician and cites official sources for every claim, provider-agnostic with admin-switchable models (Claude, Gemini, OpenAI, DeepSeek, or open-source models via OpenRouter)
✦AI research pipeline fills data gaps via grounded web search, accepting only facts confirmed by 2+ credible sources with full attribution, never unsourced
Next.js 16TypeScriptPostgreSQLPrismaElasticsearch
Sari-Sari Store POS
Retail · Desktop · Private
Keeps selling through brownouts and flags every peso that does not add up.
A point-of-sale system built specifically for Philippine sari-sari stores. Works through brownouts, turns any phone into a backup scanner, and is engineered to catch the cash that quietly disappears with discrepancy alerts, immutable logs, and daily snapshots that can't be edited away.
✦Optional AI assistant lets owners ask plain-language questions about sales and inventory, with strictly read-only access to store data (provider-agnostic: OpenAI, Anthropic, DeepSeek, OpenRouter, Gemini, or a custom endpoint)
✦Works through brownouts: keeps running offline, syncs everything the moment power returns
ElectronReactTypeScriptSQLitebetter-sqlite3
Numbers from shipped work, not adjectives.
24/7
autonomous support that hands off to your team only when you want it
RAG support agent, live since 2024
18
messaging apps & marketplaces unified into one inbox
WhatsApp, Messenger, Instagram, Shopee, TikTok, Shopify & more
165K+
congressional bills tracked to their authors
Voter Intelligence Platform
What I do.
Four things I build. Each one links to a real project that shipped and is running in production.
AI chatbots & agents
Assistants trained on your actual business (products, prices, policies) that answer accurately around the clock and hand off to your team the moment a human replies.
✦Resolves conversations end to end, escalating only the cases you choose to a human
CRMs, dashboards, point-of-sale, and internal tools built around how your team actually works. One platform instead of five subscriptions stitched together.
✦Multi-tenant CRM running cadences across thousands of leads
Reminders that send themselves, payments that verify automatically, approvals reduced to one tap. Event-driven pipelines that free your people for real work.
✦Intake, classification, and reporting automated end to end
Full Stack Software Engineer · Generative AI Engineer
Intelligence Flow, Inc. (Tech Startup) · Taguig, Metro Manila
Founding Engineer, First Revenue-Generating Product: independently built the company’s first revenue-generating product during downtime, a 24/7 RAG customer-support agent that autonomously resolves conversations and escalates complaints, refunds, and complex cases to staff, with automatic handoff the moment a human agent replies (in production since 2024).
Omnichannel Messaging Platform: Unified 18 messaging apps and e-commerce marketplaces into a single inbox behind a pluggable per-channel integration layer with centralized webhook signature verification, so new channels could be added without changing the core.
Multi-Tenant SaaS Architecture: Re-architected the platform into a multi-tenant system with strict per-tenant data isolation, encrypted per-tenant credentials, and layered feature-flag and configuration controls.
Backend Re-Architecture (Flask → Litestar): Engineered the migration from Flask to an async Litestar + Piccolo ORM + Granian stack, structured with domain-driven design and a tenant-scoped repository pattern.
AI Orchestration & Cost Governance: Built agent orchestration on Pydantic AI across multiple LLM providers (Gemini, OpenAI, Anthropic, OpenRouter), with per-tenant token and cost tracking, configurable spend caps, and a per-tenant model allowlist.
Vector RAG Pipeline: Deployed Retrieval-Augmented Generation on PostgreSQL + pgvector with Gemini embeddings and background ingestion/embedding workers, delivering accurate, context-aware responses.
CRM Workflow Automation: Owned end-to-end delivery of a centralized CRM with AI-integrated messaging, replacing manual processes with one-click approval and denial workflows.
Vertical Product Build: Delivered an industry-specific vertical on top of the shared platform with profile management, an appointment scheduling calendar, and support ticketing.
Automated Appointment Reminders: Built a system that sends reminders 1–2 days before each appointment, improving scheduling reliability and reducing missed bookings.
AI Payment Verification: Delivered an AI service that scans receipt images for real-time payment validation and notifies the finance team for confirmation before a payment is marked as paid.
Secure Credit & Payments System: Designed a virtual-currency top-up system with voucher support and secure, scalable transaction handling.
Frontend Re-Architecture: Rebuilt the web client on React Router 7 (framework mode) + React 19 + Vite with TanStack Query, Jotai, Tailwind CSS v4, and i18next internationalization, following atomic design.
Generative AI Orchestration (n8n + LangChain): Built low-code n8n + LangChain workflows spanning Gemini and OpenAI for order intake, reply classification, and reporting.
Production Hardening & Observability: Instrumented the platform with Sentry, Apitally, and structlog, plus Redis-backed caching, rate limiting, and idempotency keys; containerized and deployed to Google Cloud Run.
Stack
The tools of the trade, grouped by where they live in a build.
