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SOFTWARE THAT DOMINATES
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Contributing to American Reindustrialization

Dedicated to rebuilding critical systems across defense, energy, manufacturing, and intelligence.
America's greatness stems from boundless ingenuity and renewal. We reclaim primacy via AI, machine learning, computer vision, defense, and aerospace—ushering a new era of reindustrialization, strength, and prosperity.
Project : Funding American Progress
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Serial No. 001 / Built in the U.S.A.
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From Factory Floors to Orbit
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LUIS_PEREZ // PORTFOLIO SUBMISSION

// INITIALIZING SEQUENCE...

Architecting
Digital
Superiority

PROBABILISTIC ALGORITHMS / ANOMALY DETECTION / FINANCIAL ENGINEERING

[ CLASSIFIED CLEARANCE REQ ]

INITIATE_VIEW >>

DEPLOYED UNITS [PROJECTS]

OBJ-01
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OU_PROCESS // KAPPA: 4.2

STATE SPACE MODEL WITH BAYESIAN INFERENCE

ORNSTEIN UHLENBECK model using VI to estimate time-varying mu, kappa, sigma coupled to latent vol/agg states. Automates normalization, posterior forecasting, and rolling HDI/skew diagnostics.

OBJ-02
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GEX PROFILE
PUTS // CALLS

OPTIONS DEALER POSITIONING

Options dealer positioning analyzer: calculates GEX/DEX profiles from market data to identify key support/resistance levels based on market maker hedging activity.

SRC_CODE
OBJ-03
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>> THREAT_DETECTED

CONVOLUTIONAL NEURAL NETWORK FOR MALWARE DETECTION

CNN malware scanner: converts binaries to grayscale images, extracts statistical features, classifies with deep learning. Proof-of-concept.

SRC_CODE

LUIS_SPECS

>> LANGUAGES

  • :: COMMON SENSE
  • :: MATHEMATICS
  • :: PYTHON
  • :: TYPESCRIPT

>> ACCELERATED DEV

  • :: KNOWLEDGE GRAPHS
  • :: AGENTIC PIPELINES
  • :: MACHINE/DEEP LEARNING
  • :: BUILD FAST

>> MISSION STATEMENT

Contribute to America's Reindustrialization by working on the most critical sectors: Defense, Infrastructure, and Healthcare. Recognizing that these projects demand more than just skill, I offer a mindset of continuous growth and a humble willingness to learn.