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2.31.7

rsoft-latam

Ricardo Esteban Pari Cahuna@rsoft-latam

6

Events attended

6

Submissions made

Bolivia

9+ years of experience

About me

Senior Software Engineer with strong background in Angular/React and AWS, currently specializing in applied AI (RAG, Agentic AI and ML-based automation). Experienced in building scalable microfrontend architectures, serverless ETL pipelines, and AI-assisted development tools for code quality and productivity. Seeking roles where AI integration and software engineering intersect to deliver measurable product impact

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🀝 Top Collaborators

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Adil Aijaz

I am a Computer Engineering graduate with experience Frontend Development and AI Chatbot. My personal projects includes building AI-powered chatbots, multilingual healthcare translation tools, and structured backend systems using .NET. I have completed Harvard’s CS50 and earned international certifications.

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Ramish Masood

Computer Engineer & UI/UX Designer

πŸ€“ Latest Submissions

    RSoft MIA

    RSoft MIA

    Mia is the first AI banking agent that lives entirely inside WhatsApp. In Latin America, 98% of adults already use WhatsApp daily, yet to open a bank account they still need to download an app, complete multi-step KYC and wait days. Mia removes all of that. The user sends "hi" and within a minute has a custodial wallet on Base, an ERC-8004 on-chain identity with portable reputation, and a personal AI agent that understands Spanish, Portuguese, English and Quechua including voice notes and receipt photos. Every interaction with Mia produces a real USDC transaction on Base Sepolia, settled in well under a second. Onboarding emits one transaction. A "fondear demo" or "send 5 a +591..." emits one. A loan request runs a four-agent autonomous loop Gatekeeper, Scorer, Risk and CFO each evaluating the request and producing its own on-chain transaction. The user pays a fraction of a cent in USDC for the entire flow the same volume on ACH or Visa would cost over a dollar. The architecture is intentionally thin: Twilio Sandbox routes WhatsApp messages to a FastAPI gateway on AWS Lambda. The gateway runs a LangGraph ReAct agent powered by Gemini 3 Flash with function calling, signs USDC transfers with web3.py and eth-account, and persists every message, pending confirmation and tx hash in Supabase. A Next.js web emulator mirrors the WhatsApp UI exactly so judges can test without joining the Twilio sandbox. Mia hits all three Agentic Economy on Arc tracks. Real-Time Micro-Commerce: every user action is a sub-cent USDC payment, fully on-chain. Agent-to-Agent Payment Loop: the four-agent loan flow has each evaluator paying the next on Base. Per-API Monetization: external services such as FX rates and receipt OCR are called via x402-style paid endpoints. Built in six days. 50+ on-chain transactions, all verifiable on basescan.org.

    Hackathon link

    26 Apr 2026

    RSoft ASI Trader & Sentiment Agent

    RSoft ASI Trader & Sentiment Agent

    RSoft is a two-agent ecosystem for autonomous, trust-minimized trading on ERC-8004. THE PROBLEM: In October 2025, $19.3 billion was liquidated in 40 minutes when correlated AI bots triggered cascading liquidations. 1.6 million accounts were affected. No system detected agents were herding into identical strategies, and no on-chain audit trail existed. AGENT 1 - RSoft Trader: An autonomous AI trading agent using a Brain+Hands multi-agent architecture powered by LangGraph. The pipeline includes Market Analyzer, Risk Manager, Portfolio Manager, and Trade Executor each posting on-chain validation checkpoints via ERC-8004 Validation Registry. Trades are submitted through the Risk Router which enforces position limits, slippage controls, and max trades per hour. Every decision is explainable and auditable on-chain. AGENT 2 - RSoft Sentiment (ASI): The first trust-minimized sentiment index that reads what agents DO on-chain not what humans SAY. It scans ERC-8004 registered agents, their swaps, token balances, and reputation scores to produce the Agent Sentiment Index (ASI). This score feeds directly into the Trader's decision pipeline, providing a real-time market signal based on actual agent behavior rather than social media noise. KEY FEATURES: - Anti-Herding Detection - Circuit Breaker: - On-Chain Explainability - EIP-712 Signed Intents: Built with Python, FastAPI, LangGraph, Web3.py on Base Sepolia. Real-time market data from Kraken. Both agents registered on ERC-8004 with verifiable identity and reputation.

    Hackathon link

    12 Apr 2026

    RSoft ClawBank

    RSoft ClawBank

    RSoft ClawBank is the first autonomous bank built for the agent internet. Any OpenClaw agent can install our skill from ClawHub and access banking services β€” loans, credit scoring, and on-chain settlement β€” without human intervention. When an agent requests a loan, it pays a small x402 USDC fee to access the service. The request is then processed by a pipeline of 5 specialized AI agents orchestrated with LangGraph: - Gatekeeper: Verifies agent identity through Know Your Agent (KYA) protocol - Analyst: Calculates a credit score (300-850) based on repayment history and on-chain behavior - CFO: Evaluates treasury liquidity and approves the loan amount - Settler: Executes the settlement on Base Sepolia using real USDC - Auditor: Reviews the transaction for anomalies and updates reputation scores The entire flow is autonomous β€” from request to on-chain settlement to repayment via x402 micropayments. Our agents also participate in the OpenClaw ecosystem through Moltbook, autonomously posting updates in the lablab submolt, discovering other agent services, and engaging with the community. Key features: - OpenClaw skill installable via ClawHub - x402 payment protocol for agent-to-agent micropayments - Under-collateralized lending with AI-powered credit scoring - Multi-chain settlement routing (Base Sepolia + SURGE ACM) - Moltbook-native social publishing and service discovery - Persistent memory and reputation system via Supabase RSoft ClawBank is the evolution of RSoft Agentic Bank, which won 1st place in the previous SURGE hackathon. This version adds full OpenClaw integration, x402 autonomous payments, and a production-ready agent-to-agent economy. Built by RSoft Latam.

    Hackathon link

    28 Feb 2026

    RSoft Sentinel QA

    RSoft Sentinel QA

    Sentinel is an agentic QA and self-healing infrastructure that automates the entire testing and repair lifecycle. Built with LangGraph, it orchestrates five specialized AI agents through three distinct paths: - Path 1 Direct Testing: Users describe what to test in natural language. Sentinel retrieves compliance rules from a Pinecone RAG database, generates Playwright UI tests using GPT-4o, and executes them against any target URL. - Path 2 CI Auto-Repair: When a GitHub Actions CI pipeline fails, Sentinel automatically receives the error logs, clones the repository, and uses Claude Code CLI to analyze and fix the source code. It verifies the fix locally by running the project's test suite, then creates a Pull Request with the changes. - Path 3 PR Analysis: When a Pull Request is opened, Sentinel reads the changed files and diffs, uses GPT-4o to understand what was modified, generates a testing objective, and runs Playwright tests against the staging environment. All paths end with Slack notifications featuring interactive Approve/Merge/Reject buttons, enabling human-in-the-loop oversight before any code reaches production. The system integrates MCP (Model Context Protocol) servers for GitHub and Slack communication, with direct API fallbacks for reliability.

    Hackathon link

    7 Feb 2026

    RSoft Agentic Bank

    RSoft Agentic Bank

    The Problem: By 2026, millions of autonomous AI agents will be performing complex tasks, yet they remain "unbanked." Traditional finance requires human KYC, physical IDs, and FICO scores, making it impossible for an AI to access credit or liquidity without full collateral. The Solution: RSoft Agentic Bank is a decentralized banking infrastructure designed specifically for the machine economy. Instead of relying on human trust, we rely on cryptographic verification and mathematical risk assessment. How it Works: Our architecture is powered by a LangGraph Multi-Agent System composed of five specialized nodes: - The Gatekeeper: Performs "Know Your Agent" (KYA) checks using DIDs and on-chain history. - The Analyst: dynamic credit scoring using the Reverse Kelly Criterion, allowing for sub-collateralized loans based on agent reputation. - The CFO: Manages treasury liquidity and yield optimization using USDC. - The Settler: Executes atomic settlements on the Arc L1 Network and validates Google’s AP2 (Agent Payment Protocol) mandates to prevent unauthorized debt. - The Auditor: Logs immutable compliance records on Supabase. Why it matters: We are building the financial rails for the agentic future, ensuring that autonomous software can securely borrow, invest, and transact with "trustless" authorization.

    Hackathon link

    24 Jan 2026

    Moodle Agent - AI Learning Assistant

    Moodle Agent - AI Learning Assistant

    Moodle Agent is an AI-powered academic assistant designed to improve the learning experience by connecting WhatsApp with Moodle in a seamless and intelligent way. Students can interact through WhatsApp, their most familiar communication platform, while the agent retrieves real-time information from Moodle such as deadlines, assignments, grades, upcoming activities, and course content. Using LLM reasoning, Moodle Agent delivers clear explanations, personalized guidance, and instant answers to academic questions. The system supports students with reminders, progress summaries, and context-aware assistance 24/7. It reduces repetitive workload for instructors and enhances accessibility for students who may struggle with digital platforms. Built with FastAPI, LangGraph/LangChain, Moodle REST API, and WhatsApp Cloud API, Moodle Agent demonstrates how AI agents can modernize education and provide meaningful impact for learners in developing regions. The solution is scalable, modular, and adaptable to any LMS environment.

    Hackathon link

    19 Nov 2025

πŸ‘‰ Upcoming Hackathons

    AMD Developer Hackathon

    AMD Developer Hackathon

    Grab your ideas, spin up compute, and start building what’s next! Start with $100 in AMD Developer Cloud credits and begin building right away. Get access to hands-on tutorials, workshops, and curated learning resources to help you build faster and go further. To unlock credits and join the hackathon, sign up for the AMD AI Developer Program. 🀝 Go solo or team up β€” ship something real. πŸ’° $21,500+ total prize pool & 1 Γ— AMD Radeonβ„’ AI PRO R9700 GPU up for grabs. πŸ“ On-site Venue (May 9-10): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA πŸ“On-site participation is by invitation only. Travel and accommodation expenses will not be covered. πŸ§‘β€πŸ’» Developers, builders, and innovators - bring your boldest ideas and let’s turn them into real AI systems on AMD.

    2026 May 4

     Transforming Enterprise Through AI

    Transforming Enterprise Through AI

    πŸ“… May 11–19, 2026 β€’ May 11 – 19: Online Build Phase. β€’ May 18 (Hybrid Build Day – Online & Onsite) β€’ May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. πŸ† Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 πŸ“ On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🀝 Join solo or with a team. πŸ†Compete for a $10,000 prize pool πŸ§‘β€πŸ’» Apply now to design, prototype, and showcase enterprise-ready innovation.

    2026 May 11

    AI Agent Olympics Hackathon

    AI Agent Olympics Hackathon

    ⏱️ Build the next generation of Autonomous Agents in the heart of Europe’s AI Revolution. πŸ“… May 13 – 20, 2026 May 13 – 19: Online Build Phase. May 19: Onsite Build Day. May 20: Demo Showcase & Awards Ceremony. πŸ“On-site Venue (May 19–20): Fiera Milano (Rho), Milan, Italy 🀝 Join solo or with a team. πŸ’° $28,000+ prize pool πŸ§‘β€πŸ’» Apply now to turn your autonomous agent into a market-ready enterprise solution.

    2026 May 13

πŸ‘Œ Attended Hackathons

    Agentic Economy on Arc

    Agentic Economy on Arc

    In this hybrid hackathon powered by Arc and Circle, developers will build the next generation of Agentic economic applications using Circle’s Nanopayments infrastructure with settlement on Arc in USDC. For the first time, high-frequency, usage-based transactions between users, APIs, and AI agents can operate without gas overhead eroding margin. Arc provides stablecoin-native settlement with predictable, dollar-denominated USDC fees and deterministic, sub-second finality β€” enabling real-time coordination and economically viable per-action pricing at scale. πŸ“… April 20 – 26, 2026 ο»Ώβ€’ Apr 20 – 25 (Online): Submit projects by Apr 25. β€’ Apr 25 (On-site Build – SF, CA): Teams refine projects. β€’ Apr 26 (On-site Demos & Awards – SF, CA): Live pitches & winners announced. Get guidance from Arc and Circle experts through on-site support. πŸ“ On-site Venue (April 25-26): MindsDB SF AI Collective 3154 17th St, San Francisco, California, USA 🀝 Go solo or team up, it's your flow. πŸ† Compete for a $15,000+ Prize Pool. πŸ“ Please note: If approved for the on-site experience, you’ll also have the opportunity to showcase your project live. Travel and accommodation will not be covered. πŸ§‘πŸ»β€πŸ’» Secure your spot now – sign up before the Kick-Off Stream!

    AI Trading Agents

    AI Trading Agents

    ⏱️ Design, build, and deploy trustless AI trading agents. πŸ“… March 30 – April 12, 2026 🌐 Build AI trading agents that execute strategies using ERC-8004 or Kraken CLI. 🀝 Build solo or in teams to create autonomous trading, risk, yield, or protection agents. πŸ’° $55,000 prize pool, allocated and shared via Surge and Kraken. Your team should have registered project at early.surge.xyz in order to be eligible for the prize. Get access in your team profile or our discord πŸ”‘ Access to early.surge.xyz If prompted for login credentials, use: β€’ Username: admin β€’ Password: JBRv2xWG7AzwVrLz88

    Complete AI Hackathon

    Complete AI Hackathon

    Teams work together with multiple AI agents in shared workspaces to design, build, and launch complete AI products β€” from initial idea to market-ready app. πŸ“… February 23– March 1, 2026 ⏱️ 6 days to build and ship an end-to-end agentic AI product 🀝 Work together in shared AI workspaces where your team and AI agents collaborate in real time πŸ”§ Build with multiple AI agents that handle development, design, testing, and documentation together 🎯 Create everything in one place β€” from ideation to product to marketing materials, all by prompting and observing πŸš€ Focus on real-world products that teams could actually ship and use πŸ† $3,500 in prizes + premium 3-month Complete.dev access for top teams πŸ§‘β€πŸ’» Join your team workspace and start building together

πŸ“ Certificates

    SURGE Γ— OpenClaw Hackathon

    SURGE Γ— OpenClaw Hackathon | Certificate

    View Certificate
    Agentic Economy on Arc

    Agentic Economy on Arc | Certificate

    View Certificate
    AI Genesis

    AI Genesis | Certificate

    View Certificate
    Agentic Commerce on Arc

    Agentic Commerce on Arc | Certificate

    View Certificate
    Deriv AI Talent Sprint

    Deriv AI Talent Sprint | Certificate

    View Certificate