Click the image to watch my story on AWS Future Self – E1

I'm a passionate AI/ML engineer and full stack developer on a mission to leverage cutting-edge technology to solve complex problems and improve lives. As a first-generation Hispanic and college graduate, I aim to break barriers and pave the way for others in tech.

• 🚀 Founder of Meru AI LLC, specializing in AI-driven solutions
• 🎓 B.S. in Computer Science from CSU Fullerton
• 💡 Experienced in developing AI/ML solutions for various industries
• 🏆 AWS Scholarship Recipient

🧠 AI/ML	🌐 Web Dev	🗄️ Data	☁️ Cloud & DevOps

Founder & Applied AI Full Stack Developer (Dec 2022 – Present)

• 🌐 Developed full stack AI applications for various industries
• 📈 Achieved 95% accuracy in Retrieval Augmented Generation (RAG) pipelines
• 💰 Experience growing to 1000+ users and $2,000 MRR within first month

Applied AI Full Stack Developer (July 2024 – Present)

• 🚀 Led design and technical decisions for platform revamp
• 📊 Increased user base by 300% and reduced error rates by 60%
• 🎮 Implemented gamified rewards system, boosting user engagement by 200%

Applied AI Full Stack Developer (May 2023 – May 2024)

• 🤖 Built GenAI Chatbot on enterprise data with third-party API integration on Emails, Phonecalls, Documents, Finances, and more.
• 🔒 Implemented IAM principles for secure information management
• 🎙️ Created audio transcription microservice with 95% accuracy

Applied AI Full Stack Developer (Dec 2022 – May 2023)

• 💼 Integrated financial data using Plaid, Neo4j, and FastAPI
• ⚡ Optimized data processing, reducing time from 6 minutes to 30 seconds
• 💰 AI Generated personalized budget plans, helping users save 5% monthly on their income.

Full Stack Developer / Contractor (Oct 2022 – April 2023)

• 🔄 Converted Jupyter Notebooks to production web app using React and Flask
• 🤝 Collaborated with cross-functional teams for timely feature delivery
• 📚 Led adoption of new tools and frameworks to improve team efficiency

• Machine Learning Research Assistant at CSU Fullerton (May 2022 – Aug 2022)
• Coach and Data Analyst at Cloud9 (Aug 2021 – Aug 2022)
• Machine Learning Research Assistant at CSU San Marcos (Aug 2020 – May 2021)

AI coach for League of Legends players

• 🎮 Provides personalized, actionable feedback to improve player skills
• 📊 Utilizes advanced ML models for comprehensive player analysis
• 🗃️ Implements graph database for complex game relationship mapping

Tech Stack: PyTorch, Keras, TensorFlow, Neo4j, SQL, Python

AI/ML-powered recording system for sports analysis

• 📷 Live streams games using Raspberry Pi and camera module
• 🏀 Focuses on basketball, with potential for other sports
• 🤖 Leverages AWS for real-time processing and clip creation
• 🧠 Implements advanced computer vision and object detection

Tech Stack: YOLOv5, Pandas, NumPy, Matplotlib, AWS (Kinesis/EC2/S3), Raspberry Pi, Python/C++

Data analysis tool for Wild Rift esports teams

• 📺 Developed a sophisticated data pipeline for video stream analysis
• 📊 Enabled data-driven decision making for Cloud9 Wild Rift team
• 🖼️ Implemented cutting-edge image processing and object detection techniques

Tech Stack: YOLOv5, OpenCV, NumPy, Matplotlib, Pandas, SQL

Reinforcement Learning for autonomous racing

• 🏎️ Developed an AI model for the AWS DeepRacer Student League
• 🥇 Achieved sub-3-minute lap times using advanced RL techniques
• 🧠 Implemented and fine-tuned reward functions for optimal performance
• 📷 First AWS Docuseries recipient for "Future Self" series.

Tech Stack: Python, TensorFlow, AWS SageMaker, Reinforcement Learning

• LinkedIn
• Personal Website
• GitHub

Feel free to reach out for collaborations or just to chat about AI/ML and full stack development!