I focus on high-performance algorithms, distributed backend systems, and zero-friction automation pipelines. Whether it's navigating complex 50-dimensional non-convex landscapes or building event-driven conversational interfaces for media stacks and commercial supply chains:

       [ Algorithmic Optimization ] ──► [ Distributed Systems ] ──► [ Production Automation ]
         CEC 2020 50D SOTA                 Oracle Cloud ARM64           WhatsApp Bots & Supply Chain

• AD-BSA (Adaptive Differential Boogeyman Search Algorithm)
  Continuous global optimization metaheuristic framework introducing explicit negative learning (Anti-Attractor Dynamics) and bounded trigonometric cosecant repulsion barriers ($|\csc(\cdot)|$).

  • 🏆 Achieved top Friedman rank tied at 2.30 with Nikolaus Hansen's CMA-ES across the official IEEE CEC 2020 Benchmark Suite in 50 Dimensions ($D=50$, 10 independent runs).
  • 📐 Dynamic $k$-means anti-attractor clustering with non-linear thermodynamic annealing and robust multimodal trap escape.

• WhatsArr
  Event-driven WhatsApp request gateway for Radarr, Sonarr, Prowlarr, qBittorrent & Plex. Features fuzzy title matching (fuzzball + TMDB), interactive multi-language selection (Latino, Castellano, Sub), strict custom format disk protection (10 GB max / movie), and real-time webhook status notifications.

• Tooodles
  High-throughput, low-latency Discord audio streaming engine deployed on Oracle Cloud ARM64 architecture, powered by a hybrid collaborative filtering recommendation engine using 256-dimensional ALS latent factor decomposition and Item2Vec embeddings.

• CalculadoraCopete
  Algorithmic event beverage logistics calculator designed to optimize party provisioning without friction.

Beyond pure code and algorithms, my core driver is venture building and practical operational modernization:

• Legacy Process Modernization: Bridging real-world business bottlenecks with clean automation—streamlining B2B fulfillment pipelines, designing conversational sales interfaces via WhatsApp/chatbots, and removing manual friction from traditional operations.
• 0-to-1 Product Execution: Transforming raw opportunities into viable, deployed digital products with sound unit economics, from micro-SaaS utilities to automated commerce platforms.

Languages     : Python, JavaScript (ESNext), TypeScript, C++, SQL
Math & Data   : NumPy, SciPy, PyTorch, Metaheuristics, Numerical Optimization
Backend & Web : Node.js, Express, Next.js, React, WebSockets, Baileys, REST APIs
Data & Cloud  : PostgreSQL (Neon), Oracle Cloud Infrastructure (ARM64), Git, Docker, Linux
Performance   : Vectorized AVX2 execution, low-power commodity compute architecture