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berniehans/README.md

Typing SVG

🧠 Building the Next Generation of Intelligent Automation

"Merging enterprise-scale RPA with Agentic AI and local-first data sovereignty."

I'm a Computer & Systems Engineer with 7+ years designing and deploying Robotic Process Automation (RPA) and Generative AI solutions for global companies like Indra, NTT Data, Belltech, and Seventec. I hold a Master's in Artificial Intelligence from Universidad Nacional de Ingeniería (UNI) — score 17/20 🎓

🔭 I'm currently open to work — seeking roles as AI Solutions Architect, RPA Architect, or Senior AI Engineer in Perú (remote/hybrid/onsite).

📌 Quick Snapshot

🎯
🤖 Experience 7+ years — full automation lifecycle (RPA & AI). GenAI agents & ML production deployment.
🎓 Academics MSc in AI — UNI, 2025 (17/20) · BSc in Computer & Systems Engineering — USIL, 2017
🔬 Research Facial Expression Recognition under synthetic degradation — ResNet-18 (Master's Thesis)
🏆 Achievements NASA Space Apps Challenge 2025 🥇 National Winner & Global Finalist · Indra Hackathon Winner (Brazil)
💡 Focus Local-first AI · Autonomous agent frameworks · RPA + AI convergence

🛠️ Tech Stack

🤖 AI & Machine Learning

Python LangGraph LangChain TensorFlow PyTorch Scikit-Learn

⚡ Advanced Automation

Selenium Playwright Blue Prism Automation Anywhere Power Automate

💻 Programming Languages

Python Java C# Rust SQL

☁️ Cloud & Infrastructure

AWS AWS SageMaker AWS Bedrock Docker CUDA Qdrant

🧰 Tools & Practices

Git Jira Scrum Ragas

🚀 Featured Projects

🧠 AxiomRAG

Industrial-grade, self-corrective RAG engine built with LangGraph and LangChain. Features asynchronous DeepSeek LLM routing, Parent-Child retrieval, and weighted hybrid search (BM25 + BGE-M3) with native CUDA 12.4 acceleration.

📊 OmniModel Auditor

Systematic evaluation framework for local LLMs on consumer hardware (NVIDIA RTX). Audits TPS, latency, accuracy, and structured JSON compliance with real-time GPU telemetry.

🦀 rust-fundamentals

Massive Cargo Workspace with 20 chapters of idiomatic Rust. Covers ownership, fat pointers, NPO, concurrency, and Luhn algorithm validation — all with doc-tests.

🔍 OmniSearch Mesh

Interactive real-time pathfinding visualizer. Simulates 6 algorithms (BFS, DFS, Dijkstra, A*, Greedy, Bidirectional) on a dynamic graph with deterministic seed engine and MST-based connectivity.

📈 GitHub Analytics

📫 Let's Connect!

💼 Open to work — AI Solutions Architect · RPA Architect · Senior AI Engineer
Perú · Remote · Hybrid · Onsite

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  1. lazyarcade lazyarcade Public

    High-performance retro arcade TUI -- 6 classic games in Rust with ratatui and crossterm

    Rust

  2. NSAC_SCRAPER NSAC_SCRAPER Public

    NASA Space Apps Challenge 2025 - Web scraping tools for space data

    Python

  3. OmniModel_Auditor OmniModel_Auditor Public

    Systematic evaluation framework for local LLMs on consumer hardware - audits TPS, latency, accuracy and JSON compliance

    Python

  4. OmniSearch_Mesh OmniSearch_Mesh Public

    Interactive real-time pathfinding race simulator - 6 algorithms on a dynamic graph mesh

    JavaScript

  5. AxiomRAG AxiomRAG Public

    Industrial-grade self-corrective RAG engine with LangGraph, DeepSeek, CUDA 12.4 acceleration and hybrid search

    Python 1

  6. rust-fundamentals rust-fundamentals Public

    Complete Cargo Workspace with 20 chapters of idiomatic Rust - from ownership to concurrency

    Rust 1