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José Daniel Soto – Portfolio / Resume

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Professional Summary

Python Developer & AI/ML Specialist with five years of remote experience building intelligent systems for automation, content generation, and data-driven pipelines. Experienced in designing full-stack AI architectures, machine learning models, scalable backend services, and deterministic audio generation systems. Strong background in technical problem-solving, clean architecture, reproducibility, contract-driven development, and production-grade API design.


🚀 Projects

🎧 Hybrid Audio API – Sonic-3 Contract-Driven Audio Generation Engine

Repo: https://github.com/josedaniel-dev/hybrid-audio-api

A fully modular, production-grade audio personalization engine integrating Cartesia Sonic-3 TTS, deterministic caching, structured stem generation, and contract-aligned audio pipelines.

  • Contract-driven /tts/bytes Sonic-3 integration
  • Deterministic stem generation (name / developer / script)
  • Semantic bit-exact merge engine without resampling
  • Advanced cache system with signatures, TTL, and compatibility checks
  • Dataset ingestion pipeline + rotational engine for large-scale stem automation
  • Optional GCS consistency engine + bucket auditing
  • Fully HTTP-based CLI for automation (no internal imports)
  • 36-test suite covering generation, assembly, cache, rotation, CLI, and GCS mock layers
  • Designed as a reproducible, extendable microservice for enterprise personalization pipelines

📞 DID Pro – Phone Provisioning System

https://github.com/josedaniel-dev/did_pro_provisioning_service-safe_mode/tree/main

An advanced microservice for automated phone number provisioning, rotation, validation, and lifecycle management for high-volume outbound systems.


🏠 Airbnb Price Prediction & Insights — Kaggle ML Pipeline

https://github.com/josedaniel-dev/airbnb_price_prediciton

End-to-end ML pipeline for price prediction, from data cleaning to model evaluation.


🕸️ Scrape & Classify — Web Data Extraction Pipeline

https://github.com/josedaniel-dev/scrapper

Python automation tool for crawling websites, parsing structured product data, and classifying items.


🐾 Mundomascota.org — Animal Welfare Portal

https://mundomascota.org/

Minimalist educational platform built with responsive design and original AI-assisted content.


👾 Most Wanted UFO — Retro Arcade Game (Pygame)

https://github.com/josedaniel-dev/portfolio-py/tree/main/MostWantedUFO

A full 2D arcade shooter demonstrating game logic, structure, and Python creativity.


🐉 Focus — Minimalist Task Management App

https://github.com/josedaniel-dev/portfolio/tree/main/Focus

Lightweight productivity GUI app built with Tkinter.


Skills & Tools

Hard Skills Python • Bash • C# • SQL • REST APIs • FastAPI • Flask • Docker • Google Cloud • Vertex AI • AWS • Git • CI/CD • Pandas • NumPy • scikit-learn • BeautifulSoup • TensorFlow • PyTorch • Data Cleaning • ML Pipelines • Audio Processing • ffmpeg • pydub • Unity • Blender • Web Design • WordPress • Webflow

Soft Skills Project Planning • Technical Writing • Client Communication • Process Optimization • Remote Collaboration • Bilingual EN/ES


Professional Experience

Python Developer & Technical Consultant (Independent) | Remote | 2020–2025 Architect and develop backend services, ML pipelines, and automation systems for international clients. Deliver AI-driven content tools, API integrations, reproducible data workflows, and production-grade microservices.

Digital Marketing Consultant — Dr. Julián Soto | Remote | 2022–2023 Created automated content pipelines using Python + ChatGPT API, improved campaign performance, and increased lead quality.

Freelance Data Labeling Specialist — Outlier, Appen, Quorum | 2023–2024 Produced high-precision annotated datasets for multimodal AI training.

Technical Support & Digital Operations — International Clients | 2021–2025 Supported global teams and platforms (Shopify, Nintendo, Affirm, Vivint, Progressive Leasing), providing reliable technical troubleshooting and workflow management.


Education & Certifications

Fellowship in Machine Learning and AI — Anyone AI B.Sc. Audio Engineering — Brunel University, UK HNC Creative Media Production — South Thames College, UK Level 2 & 3 Sound Engineering — Lambeth College, UK

Certifications: Python & Data Science • IBM AI Fundamentals • Unity VR Developer • Google IT Support & Cybersecurity • Cisco Linux Essentials • SENA Organizational Agility