Making cool stuff in
AI and Finance.
I am Naitik Gupta, an AI Researcher and Full-Stack Engineer. Founder of Saerin & Sigma Financial Research.
Multi-time Hackathon Winner and 1st Place at SCVSEF SYNOPSYS with CSEF qualification. My research in medical imaging and financial systems is published in the Journal of Student Research.
I build systematic trading strategies on QuantConnect/LEAN and write about ML on Medium (15+ articles, 18k+ views). Over the summer, I interned at RagaAI building agentic RAG pipelines spanning local and cloud LLMs.
A Few Cool Quant Strategies I Made
All built on QuantConnect / LEAN
TheOmniscientParadox
LiveMomentum-rotation system concentrating exposure in the strongest risk-adjusted trending ETF. Multi-horizon rate-of-change scaled by realized volatility.
Swimming Blue Salamander
High-conviction equity rotation strategy. Composite scoring with cross-sectional momentum and volatility filters across leveraged ETF universe.
Ugly Fluorescent Orange Bull
Aggressive sector-rotation engine targeting regime-conditioned alpha. Deterministic pipeline with strict risk overlay and position sizing.
Pensive Apricot Rhinoceros
Trend-following with adaptive lookback. Ranks candidates by smoothed returns and allocates to the top risk-adjusted performer with cash fallback.
Smooth Violet Fly
Volatility-weighted momentum strategy with RSI dampening. Rotates across leveraged sector ETFs with daily rebalancing and trend confirmation.
2026 Naitik Gupta