Jhourlad Estrella
Jhourlad Estrella

AI Engineer (LLM Integrations)

Integrating AI/LLM features (OpenAI, embeddings, vector search) to automate workflows and enhance products
LLM Integration

Implementing OpenAI GPT, Claude, and other large language models into applications for intelligent content generation and processing.

Vector Search & Embeddings

Building semantic search systems with vector databases, embeddings, and similarity matching for enhanced user experiences.

Workflow Automation

Creating AI-powered automation solutions that streamline business processes and reduce manual work through intelligent systems.

AI Technologies & Platforms

Large Language Models
OpenAI GPT-4o
Claude 3
Gemini
LLaMA
Mixtral
Falcon
Gemma
LangChain
Ollama
Prompt Engineering
Vector Databases & Search
Pinecone
Chroma
Weaviate
Qdrant
FAISS
Elasticsearch
Machine Learning Frameworks
TensorFlow
PyTorch
Scikit-learn
Pandas
NumPy
Transformers
Whisper
AI Development Tools
Hugging Face
OpenAI API
Anthropic API
Jupyter
MLflow
Weights & Biases
Slack API
Asana API
Gmail API

My AI Implementation Process

  • Use Case Analysis

    Analyzing business requirements to identify optimal AI solutions, evaluating ROI, and defining success metrics for AI implementations.

  • Model Selection & Integration

    Choosing appropriate LLMs, fine-tuning models, and integrating AI capabilities into existing applications and workflows.

  • Performance Optimization

    Optimizing AI model performance, reducing latency, managing costs, and ensuring reliable, scalable AI solutions.

AI Capabilities & Features

  • Intelligent Chatbots

    Building conversational AI assistants with context awareness, multi-turn conversations, and domain-specific knowledge.

  • Semantic Search

    Implementing intelligent search systems that understand user intent and provide relevant results using vector similarity.

  • Content Generation

    Creating AI-powered content generation systems for text, summaries, translations, and personalized recommendations.

AI Applications I Build

Medical AI & Healthcare

Medical transcription systems converting audio to structured HL7/FHIR data, healthcare analytics, and medical AI solutions.

Financial AI & Trading

Crypto auto-trading systems, financial data analytics, risk assessment models, and algorithmic trading solutions.

Business Intelligence

Data analytics and visualization platforms, business profiling systems, and people analytics for strategic decision making.

Full-Stack AI Development

Frontend Frameworks
React
Angular
Vue.js
Next.js
TypeScript
Backend Technologies
Node.js
Python
PHP
ASP.NET Core
Blazor
Entity Framework
Azure Functions

AI Ethics & Best Practices

Responsible AI Development

Implementing AI solutions with ethical considerations, bias mitigation, transparency, and user privacy protection.

Scalable AI Architecture

Designing AI systems that can scale efficiently, handle high loads, and maintain performance as usage grows.


Ready to Integrate AI Into Your Products?

Let's discuss how AI and LLM technologies can enhance your applications, automate workflows, and provide intelligent features that give you a competitive advantage.

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