Hi, I’m Christian.
I build production multi-agent LLM systems and run systematic trading research under the same eval-first discipline. Two hats, one method.
As an AI Engineer: I design and operate multi-agent LLM platforms — orchestration, evaluation harnesses, model routing, structured-output contracts, RAG, and cost-aware deployment. Eleven-agent research platform with a 31-gate statistical eval harness, ~76,500 LOC of light-dependency Python, and tiered routing (Opus / Sonnet / Haiku / Fable) that keeps a multi-agent system economical to run continuously. AI Architecture curriculum authored from the ground up.
As a Quantitative Researcher: I read academic papers, build statistical models, write Python for backtesting, walk-forward validation, block-bootstrap CIs, and modern selection-bias statistics (Deflated Sharpe, PBO via CSCV, MinBTL). Prior Quant Researcher engagement on a 19V Capital systematic-strategy desk (5 asset classes, 31-gate filter).
Foundation:
PSHS-SMC (national competitive exam, 2022) (Nuclear Physics Major in Senior High)
USeP engineering units (calculus, physics, applied math)
UM Financial Management (current, 1st Sem AY 2026–27)
STA Certified Technical Analyst (Dec 2025)
102 professional certifications including NASA Space Apps (Galactic Problem Solver, Zurich CH) and Meta BIDA AIccelerate.
Open to AI Engineer, LLM Application Engineer, Quantitative Researcher, and Quant Trading roles. Remote, 20-30 hrs/wk, UTC+8.
Experience: 2 - 5 years
Experience: 5 - 10 years
Experienced cryptocurrency analyst and researcher with hands-on expertise in crypto markets, blockchain technology, and Web3 applications. Served as lead analyst at Ledger51, conducting in-depth research, developing actionable insights, and guiding traders in equities, crypto, forex, and commodities markets. Skilled in technical analysis, charting, and leveraging AI-driven tools to identify opportunities, manage risk, and optimize trading performance. Strong understanding of tokenomics, decentralized finance (DeFi), NFTs, and emerging Web3 trends, providing strategic guidance in the rapidly evolving digital asset space.
Experience: 6 months - 1 year
Experience: 1 - 2 years
Experience: 5 - 10 years
Certified Technical Analyst (CTA) with hands-on experience applying Elliott Wave Principle for market cycle analysis and Darvas Box Theory for breakout trading strategies. Served as Lead Analyst at Ledger51, delivering market insights, trade setups, and strategy guidance across live trading environments. Experienced in price action, multi-timeframe analysis, and indicators (RSI, MACD, moving averages), with a strong focus on risk management, position sizing, and consistent execution.
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