Custom AI Web Development

  • CLIENT: John Thomas
  • DURATION: 5 Weeks
  • Location: Miami, Florida
  • Services: Design, Development
Custom AI Web Development

Custom AI Web Development

Expanded Deliverables — End-to-End AI Engineering & Full-Stack Systems

AI Model Development & Implementation

  • Designed and trained ML models for image processing, NLP, and predictive analytics
  • Built end-to-end ML pipelines from preprocessing to deployment
  • Implemented evaluation metrics (Accuracy, F1-score, Precision/Recall, ROC-AUC)
  • Developed experiment tracking for model comparison and iteration

Model Integration into Production Systems

  • Integrated ML models into production via REST APIs
  • Built scalable inference microservices in Python
  • Optimized low-latency real-time prediction systems
  • Implemented caching and batching for high throughput
  • Containerized ML services using Docker

Full-Stack Web Application Development

  • Built scalable applications using React and Node.js
  • Developed AI-powered dashboards and analytics interfaces
  • Created real-time data visualization components
  • Implemented authentication and role-based access control
  • Designed reusable UI components with Tailwind CSS

Cloud Infrastructure & Deployment

  • Deployed AI systems on AWS (EC2, S3, Lambda, API Gateway)
  • Built CI/CD pipelines for automated deployment
  • Used Docker for containerized deployments
  • Optimized cloud resources for cost and performance

Data Engineering & Processing

  • Built ETL pipelines for structured and unstructured data
  • Processed large datasets using Pandas and SQL
  • Implemented data cleaning, validation, and transformation
  • Designed SQL and MongoDB-based storage systems
  • Supported real-time and batch data ingestion

AI Workflow Automation

  • Automated business workflows using AI systems
  • Built trigger-based prediction pipelines
  • Developed scheduled inference systems
  • Reduced manual operations via intelligent automation

Performance Optimization

  • Optimized models using pruning, quantization, hyperparameter tuning
  • Reduced API latency with caching strategies
  • Improved database query performance
  • Designed scalable backend architectures

Testing & Validation

  • Unit, integration, and system-level testing
  • Cross-validation and robustness evaluation
  • Real-world dataset validation
  • Model drift detection systems

Monitoring & Maintenance

  • Built logging and monitoring systems
  • Tracked model performance in production
  • Implemented alerting for anomalies and failures
  • Continuous retraining pipelines

Advanced Capabilities

  • Multi-modal AI systems (image + text + structured data)
  • Recommendation engines for personalization
  • Edge deployment of ML models
  • LLM-based automation assistants
  • Real-time predictive analytics dashboards

Le'ts Elevate

Let's Talk

Your Brand

418 Bamboo Ln A
Los Angeles, CA 90012

Direct:
Christopherhawkins719@gmail.com
Support:
Info@techstackcreatives.com
Phone:
+1 310 818 3784

Gitlab Instagram

Navigation

Services

  • DESIGN SOLUTIONS
  • DEVELOPMENT SOLUTIONS
  • MARKETING SOLUTIONS

Copyright © 2026 Tech Stack Creatives All Rights Reserved.