# Johnathan R. Miles - Senior AI & Software Engineer
Source: https://hello.cv/mukhtarubaid
San Francisco

## Links
- LinkedIn | https://linkedin.com/in/johnmiles
- GitHub | https://github.com/johnmiles

## About
Accomplished Senior AI & Software Engineer with 8+ years of experience in developing and deploying scalable AI-powered SaaS platforms. Proven leader in full-stack development, machine learning model training, and cross-functional team management, consistently delivering cost-effective solutions that drive business growth. Passionate about leveraging advanced AI agents and automation to build impactful technologies for forward-thinking companies.

## Work
### Senior AI Engineer | NeuralTech Innovations
https://
Led an 8-member development team in building an AI-powered SaaS platform for e-commerce personalization, driving significant improvements in product recommendations and customer service efficiency.
- Led an 8-member cross-functional team in the end-to-end development of an AI-powered SaaS platform for e-commerce personalization, scaling to serve over 1 million monthly users.
- Developed and fine-tuned a custom Large Language Model (LLM) on extensive retail datasets, significantly improving product recommendations by 35% and enhancing user engagement.
- Engineered and implemented a Retrieval Augmented Generation (RAG)-based knowledge assistant, which reduced customer service response times by 60% through intelligent query resolution.
- Collaborated with product managers to design and integrate advanced AI agents for automated competitor analysis and lead generation, streamlining business intelligence workflows.
- Architected and deployed highly scalable AI solutions using AWS, Kubernetes, and Docker, ensuring robust performance, high availability, and cost-efficiency for a high-traffic platform.
### AI & Full-Stack Developer | Innovexa Labs
https://
Designed, launched, and maintained full-stack AI applications, including an enterprise chatbot, while optimizing machine learning pipelines for cost efficiency and enhanced performance.
- Designed and launched a sophisticated AI chatbot for enterprise software, successfully handling 80% of routine client queries and significantly improving support efficiency.
- Developed and maintained robust full-stack applications using React, Node.js, and PostgreSQL, ensuring high performance, seamless user experiences, and data integrity.
- Collaborated closely with data scientists to train and deploy advanced deep learning models for speech recognition, contributing directly to core product functionalities.
- Optimized critical machine learning pipelines and infrastructure, resulting in a 25% reduction in training costs while maintaining high model accuracy and performance standards.

## Education
### Stanford University | Artificial Intelligence
https://
- Natural Language Processing
- Deep Learning
- AI Agent Design
- Machine Learning Algorithms
- Advanced Data Structures
### University of California, Berkeley | Computer Science
3.8/4.0 | https://
- Algorithms and Data Structures
- Object-Oriented Programming
- Discrete Mathematics
- Artificial Intelligence Fundamentals
- Software Engineering Principles

## Awards
### Best AI Startup Project
Silicon Valley Hackathon | 2021-01-01
Awarded for developing an innovative AI-driven solution with significant market potential and technical merit.

## Publications
### Multiple Papers on AI & Machine Learning
IEEE AI & ML Journals | https://
Authored and co-authored three research papers published in prestigious IEEE AI & ML journals, advancing the state-of-the-art in artificial intelligence.
### Adaptive AI Agents for Real-Time Decision Making
International AI Journals | https://
Thesis published across two international AI journals, exploring novel approaches to AI agents in dynamic environments.

## Languages
- English
- Spanish
- German

## Certificates
### DeepLearning.AI Generative AI Specialization
DeepLearning.AI | 2023-01-01 | https://
### Project Management Professional (PMP)
Project Management Institute (PMI) | 2022-01-01 | https://
### AWS Certified Machine Learning Specialist
Amazon Web Services | 2020-01-01 | https://
### TensorFlow Advanced Developer
Google | 2019-01-01 | https://

## Skills
### Programming Languages
- Python
- JavaScript/TypeScript
- Java
- C++
### Frameworks & Libraries
- TensorFlow
- PyTorch
- LangChain
- React
- Node.js
### AI & Machine Learning
- Deep Learning
- Natural Language Processing (NLP)
- Computer Vision
- Retrieval Augmented Generation (RAG)
- Large Language Models (LLMs)
- Model Fine-tuning
### Cloud Platforms & DevOps
- AWS
- GCP
- Azure
- Docker
- Kubernetes
### Databases
- PostgreSQL
- MongoDB
- Pinecone
- Weaviate
### Professional Skills
- Leadership
- Problem-Solving
- Strategic Thinking
- Cross-functional Collaboration
- Technical Communication
- SaaS Product Design

## Interests
### AI Research
- Open-source contributions
- Hugging Face
- Generative AI
### Tech Blogging
- AI SaaS trends
- AI ethics
### Recreational Activities
- Cycling
- Chess
- Travel (tech hubs)

## Projects
### RAG Document Assistant
https://
Designed an advanced AI system utilizing Retrieval Augmented Generation (RAG) for querying large volumes of legal documents.
### AI Sales Agent
https://
Developed an autonomous AI agent designed to streamline the sales process from lead generation to meeting scheduling.
### Healthcare Chatbot
https://
Created a HIPAA-compliant AI chatbot for initial symptom checking and patient guidance within healthcare settings.
### AI Content Writer
https://
Engineered an AI-based copywriting assistant to automate content generation for e-commerce brands.
### Computer Vision for Retail
https://
Implemented computer vision solutions in smart retail environments for product tracking and automated checkout.

## Source
Read this profile on Hello.cv: https://hello.cv/mukhtarubaid
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