Managing Parallel Research Workstreams Across VIX and Gold Futures

There was a period at the proprietary trading firm when Alqama was independently managing two research projects simultaneously. One focused on the VIX futures strategy, where he was investigating structural weaknesses, redesigning the validation framework, and testing robustness across different market regimes. The other was the gold futures mean reversion strategy, which involved rebuilding the research pipeline, validating signals on long-term historical data, and refining the execution logic.

Both projects had overlapping timelines and required sustained, focused work. He planned his week at the start of each week, identifying the key milestones for each strategy and dedicating focused time blocks to one project rather than switching between them constantly. He tracked experiments and results separately to avoid cross-contamination between the two workstreams.

He kept his manager updated on the progress of both projects and reprioritized when one became more time-sensitive. That discipline allowed him to make steady progress on both without compromising the quality of the research on either.