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@oneuser

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Data-driven quantitative trader specializing in algorithmic and futures strategies.

Belgium

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What I'm looking for

I seek a role designing and implementing quantitative trading strategies at a data-driven crypto firm, with strong risk controls, measurable P&L impact, and opportunities to apply automation and macro/technical analysis.

I am a data-driven quantitative trading professional with hands-on experience developing and optimizing algorithmic strategies across spot and perpetual futures markets. Since 2021 I have built systematic portfolios, executed tactical spot and futures trades, and migrated workflows to optimize execution costs.

My trading results include transforming a small DCA portfolio into substantial gains (from $600 to $30k) and achieving a documented $108,457 USDT profit on a single BTC-USDT short during the August 2024 liquidity event. I emphasize strict risk controls, capping the largest documented loss in the 2024 cycle at $44,264 through isolated margin and disciplined position management.

Technically, I am proficient in Python, JSON, JavaScript, API integrations and workflow automation tools like N8N, with applied experience using platforms and analytics such as MEXC, TradingView, Dexscreener, Nansen and Arkham BubbleMaps. I combine macroeconomic and technical analysis to execute a dual strategy of high-conviction swing shorts and tactical day-trade longs.

I am seeking to leverage my quantitative skill set and proven track record to design and implement profitable trading strategies at a forward-thinking firm, contributing measurable P&L improvements while maintaining rigorous risk management.

Experience

Work history, roles, and key accomplishments

Current

Spot Trader & Analyst

Current

Independent

Jan 2021 - Present (4 years 11 months)

Initiated systematic crypto portfolio curation in Jan 2021, growing $600 to $30,000 (≈300% ROI) via DCA into core assets and achieving ~30% ROI on targeted spot trades; optimized platform routing to reduce fees and improve BTC day-trade execution.

Spot Trading Binance

High-Cap Futures Specialist

Independent

Feb 2024 - Aug 2024 (6 months)

Designed and deployed algorithmic perpetual-futures strategies (Feb–Aug 2024) that realized $108,457 USDT profit on a BTC-USDT short, applied isolated-margin risk controls limiting largest loss to $44,264 and generated ~$5k/month in funding fees.

Perpetual Futures Algorithmic Trading Risk Management Isolated Margin Funding Fee Capture Python

Education

Degrees, certifications, and relevant coursework

Self-taught / Certifications

Certifications, Data Science / Network & Security

2017 - 2023

Activities and societies: Developed proficiency in Python, JSON, and JavaScript for data scraping and automation; familiarity with N8N, Zapier, Make.com; Cisco Certified Network Professional (CCNP); CompTIA Security+ SY0-601.

Completed self-directed study in programming and trading tools and obtained industry certifications including CCNP and CompTIA Security+.