Self-taught AI builder and automation developer with 2–3 years of hands-on experience building
production-grade automation systems, AI-powered applications, and autonomous trading systems. Specializes in rapid
prototyping with modern AI development tools (Claude Code, Cursor, Codex, Gemini) to architect and ship LLM-integrated
applications, automation pipelines, and live operational systems. CompTIA Security+ certified. Available immediately.
Core Skills
AI Development Tools: Claude Code · OpenAI Codex · Cursor · Gemini · ChatGPT · GitHub Copilot · Windsurf · Bolt · v0 · Replit AI
Languages & Tools: Python · TypeScript · JavaScript · Bash · Swift · Node.js · Linux · Vercel · JSON · YAML · CI/CD basics
Security: CompTIA Security+ · Splunk SPL · Google Chronicle · YARA-L · MITRE ATT&CK · NIST IR · Wireshark · Kali Linux · Nmap · IOC Analysis
AI / ML & Automation Projects
Polymarket AI Trading Bot — Mission Control (V12-53)2023 — Present
Personal Project · Operational (public dry-run dashboard at tochiugo.com)
Architected a multi-signal trading engine (latency-arb, flash-crash, late-window) over a tick-level Binance feed and the Polymarket CLOB/Gamma APIs.
Event-driven pipeline: ingest → signal evaluation → Kelly-sized entries → execution → SQLite persistence with Brier calibration and a full audit trail.
Risk layer with kill-switch, exposure caps, and SL/TP exits; encrypted key handling (PBKDF2 + Fernet); paper-trading by default.
Built a live, public-safe "Mission Control" dashboard surfacing heartbeats, market scans, evaluations, and runtime logs.
WitnessPro — Dual-Camera iOS Evidence App2023
Native iOS Product
SwiftUI app using AVCaptureMultiCamSession for simultaneous front/rear recording — an uncommon AVFoundation capability.
Seals GPS + timestamp metadata into every capture for legal chain-of-custody; searchable, encrypted Evidence Vault. Stack: Swift · SwiftUI · AVFoundation · CoreLocation · StoreKit 2.
SHARP — Multi-Phase Automated Trading System (Kalshi / Polymarket)2024
6-signal dual-path entry engine targeting 15-minute crypto contracts across 7 assets, with whale-wall detection and EV-ranked sizing.
Parallel Kalshi/Polymarket execution via REST APIs with resilient WebSocket reconnect behavior and daily reporting.
Node orchestration fusing Kalshi, news, crypto, economics, and weather signals with LLM-based scoring; Playwright browser-automation bots with DB-backed state; an Expo / React Native virtual try-on app with a render pipeline.
Security Experience
Independent Security Analyst — Home SOC Lab2024 — Present
Simulated Lab Environment
Triaged 200+ simulated events mapped to MITRE ATT&CK using Splunk Enterprise and Google Chronicle; authored Splunk SPL and Chronicle YARA-L detection rules.
Wrote 6 NIST IR-aligned playbooks (Phishing, Ransomware, C2, Brute Force, Insider Threat, BEC); packet analysis with Wireshark; recon with Kali/Nmap.
Experience
Correctional Officer — State of Indiana, Dept. of CorrectionsOct 2022 – Apr 2025
Pendleton, IN
Monitored security systems and maintained operational logs while independently building AI/automation systems and earning cybersecurity credentials.
Certifications & Education
CompTIA Security+ ce — Feb 2025 (Active, exp. 2028)
Google Cybersecurity Professional Certificate V2 — 2024
Google IT Support Professional Certificate V2 — 2025
TryHackMe — Top 8% global (172K+ score, 50+ rooms)
High School Diploma (GED) · Self-directed technical training in AI/ML, software development, and automation (2022–present)
Availability
Authorized to work in the United States — no employer sponsorship required. Open to on-site (Southern California) or remote. Available immediately.