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arndev10/README.md

Arnold Torres Larriega

AI Engineer · Full-Stack Developer · PMP® Certified Project Manager Lima, Peru — building AI automation for businesses.

LinkedIn Credly Portfolio


Stack

Backend Python FastAPI Flask SQLAlchemy PostgreSQL

Frontend TypeScript Next.js React Tailwind

AI / ML PyTorch Whisper LLMs RAG

Automation & Infra n8n Docker Vercel Supabase Cloudflare Telegram Bot API Git


Background

6+ years delivering IT, telecom and software projects — biomedical equipment, US freight logistics, and 5G network engineering for Huawei, Claro, Entel, Telefónica and Starlink. Led up to 7 concurrent projects; cut operational processing time by 99.5% through automation. Now full-time on AI engineering and process automation.


What I build

Beyond the public repos below, most of my recent work is production AI systems for clients and personal ventures — kept private, but the capabilities generalize:

  • RAG chatbots for lead generation — voice-cloned, retrieval-grounded assistants embedded in client websites, with a leads dashboard behind auth.
  • Domain-specific LLM agents on messaging platforms — Telegram/WhatsApp bots backed by curated knowledge corpora (not naive embeddings), with deterministic safety triage (e.g. flagging medical/urgent cases) running before any LLM call.
  • Video processing pipelines — automated transcription, highlight detection, face-tracking reframing (portrait/landscape), karaoke-style subtitles, and silence trimming to turn long-form video into short-form clips.
  • End-to-end VPS deployment & ops — Docker/Easypanel, Postgres, Cloudflare DNS, webhook auth, scheduled backups via n8n.
  • Multi-user shared-state agents — systems where several people interact with one shared entity/profile (not one conversation per user), with unified memory across all participants.

Certifications

Credential Issuer
Project Management Professional (PMP®) PMI
Deep Learning Specialization DeepLearning.AI
Generative AI for Project Managers PMI
Generative AI with Large Language Models Google Cloud
Disciplined Agile Essentials + 10 micro-credentials PMI

Projects

Project What it does Stack
PM-AI-ENGINE Generates PMBOK® artefacts from contracts and RFPs Next.js · Supabase · LLMs
transcribir-audios-v2 Local audio transcription, GPU-accelerated FastAPI · React · Whisper
arndev10.github.io Personal portfolio TypeScript

Open to AI automation, full-stack and delivery leadership work.

Pinned Loading

  1. PM-AI-ENGINE PM-AI-ENGINE Public

    Python

  2. transcribir-audios-v2 transcribir-audios-v2 Public

    JavaScript