About
I'm a biochemist and developer focused on building high-signal systems that compress research into decisions. My work spans antibiotic development, AI-powered health tools, and algorithmic trading systems.
At SMU, I contributed to a carbapenem patent addressing multidrug-resistant bacteria, work that demonstrated a 16× improvement against KPC-producing pathogens. The experience taught me how to move from bench chemistry to translational applications.
These days, I'm building tools like Sciena (supplements evidence-backed engine), Atavus (genomic ancestry analysis platform), and Solstice (Solana analytics). I'm drawn to problems where rigor meets product, whether that's drug discovery, knowledge management, or market microstructure.
Research & Patents
Experience
Scaled from pilot to hundreds of monthly intercity deliveries via university partnerships across Texas. Built a React/Node.js platform on AWS (Elastic Beanstalk, RDS/PostgreSQL, Cognito) with Stripe billing.
Shipped a lightweight admin console for order management, driver assignment, refunds, and status overrides to keep batches on schedule.
Co-inventor on carbapenem antibiotic demonstrating ~16× improvement against KPC carbapenemase-producing pathogens. Contributed to C8 stereochemistry optimization, SAR analysis, and bench validation (UHPLC/MS, MIC testing). Patent submission US 20240383899 A1.
Minors in Computer Science & Arabic. Focused on antibiotic resistance, structure-activity relationships, and translational research.
Projects
AI-driven supplement intelligence engine analyzing 25k+ studies across 767 compounds with GPT-4o integration, OCR label scanning, semantic search, and GRADE-style evidence scoring.
TypeScript/React frontend and Node/Postgres backend with vector search; scikit-learn confidence models and PyTorch/TensorFlow prototypes for evidence classification. ~10s retrieval latency and 93% F1 on OCR validation (N = 500 labels).
PCA + constrained mixture modeling pipeline using Global25 coordinates for ancestry deconvolution and regional proportion estimation. Evaluated with MAE metrics against public reference calculators; engineered a React + FastAPI architecture with a PostgreSQL backend.
Evidence engine bridging traditional medical systems and clinical context. 2,000+ botanicals spanning TCM, Ayurveda, Unani, with AI symptom-to-compound matching and contraindication checks.
Quran, Hadith, and Tafsir queries with Arabic-first retrieval and exact verse anchoring. Diacritic-aware matching with citation-preserving answers.
Converts PDFs into high-quality flashcards using FRSR algorithm. Section segmentation, key-fact extraction, hallucination-guarded Q/A. ~40% faster mastery on technical content.
On-chain analytics toolkit: first-buyer detection, copy-wallet finder, bulk wallet checker, top-holder drift tracking. Pragmatic signal extraction for execution and risk management.
Trading Indicators
Multi-timeframe FVG confluence model combining 1H & 4H overlaps with standard-deviation bands. Built-in risk management with ATR-based targets for systematic execution.
Detects first imbalances within defined kill-zones and timeframes. Identifies early institutional entries before market fills the gap using ICT methodology.
Ultimate dashboard displaying gaps from 1m to 4H. Color-coded timeframes with advanced sizing filters for major imbalances and institutional activity.
Dynamic standard-deviation bands around volume-weighted distribution. Volatility channels with mean-reversion signals and session-based pivots.
Multi-timeframe tool plotting 4H order blocks with 1H and 15m inverse FVGs. Highlights ultra-high-probability entry zones with breaker block context.
Fully customizable all-timeframe FVG detector that flips standard gap logic. Marks inverse side or unfilled imbalances with advanced filters.
Automatically fetches CME futures settlement levels. Anticipate expiry zones and gamma flip levels for options positioning strategies.
Dynamic zone generation based on visible bars. Volume-weighted zone strength with custom lookback settings for significant imbalances.
Multi-timeframe order blocks and breaker blocks with distinct colors and labels. Toggle timeframes with auto-extend and manual trim options.