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Richard Pedraza

Full-Stack Developer & Automation Engineer

I don’t just ship code—I design architectures that solve business-critical problems with clarity and speed.

Metrics that Matter

0%

Reduced data processing time

30 min → under 8 min

0k+

Records ingested/week

99.3% accuracy

0m

CSV workflow duration

Reduced from 1 hour

<0m

Decision turnaround time

Reduced from days to minutes

AI + Automation Systems

Building intelligent infrastructure that drives efficiency.

SRV_01

LLM Integrations

Custom AI agents, RAG pipelines, and structured outputs aligned with real business logic.

SRV_02

Workflow Automation

End-to-end automation replacing manual operations with resilient, scalable systems.

SRV_03

Data Pipelines

Reliable ingestion, processing, and enrichment pipelines built for operational scale.

SRV_04

Backend Architecture

System architecture designed for performance, maintainability, and controlled technical debt.

Tech Stack

Languages

TypeScriptPythonSQL

Frameworks

Next.jsReactFastAPI

Cloud & Infra

AWSDockerPostgreSQL

AI & Automation

RAGOpenAIn8n

Featured Work

Automated Academic Content Generation
PRJ_01

Automated Academic Content Generation

AI-driven pipeline that generates, reviews, and updates academic content using GPT and n8n with semantic validation and version control.

GPT
n8n
Content Automation
Content cycles reduced from weeks to days
Real-Time Voice AI Platform
PRJ_02

Real-Time Voice AI Platform

Voice-based AI system using WebRTC, AssemblyAI, OpenAI and ElevenLabs for live transcription, contextual responses, and automated summaries.

WebRTC
Streaming AI
Voice Agents
Automated inbound call handling
AI-Based Recruitment Decision Engine
PRJ_03

AI-Based Recruitment Decision Engine

Flexible AI system to filter, rank, and follow up with candidates using LLMs and configurable business rules, adaptable to multiple industries.

LLMs
Decision Systems
Automation
Up to 70% reduction in manual screening effort

About Me

I don’t just ship code—I design architectures that solve business-critical problems with clarity and speed.

My Focus

I help companies integrate AI in a practical, reliable, and business-aligned way—focused on operational impact, not experimentation.

How We Start

Focused technical discovery to identify automation opportunities and high-impact quick wins.

A prioritized automation roadmap with measurable impact.

Ready to scale your operations?

Let's discuss how AI can transform your business.

All systems are delivered with clear technical documentation.

Built for long-term maintainability and low operational risk.

Structured knowledge transfer to internal teams.