You will get I will diagnose your slow AI and deliver a speed optimization plan.


Project details
While many can fix a line of code, I architect a solution for your entire system. My "AI System Diagnostic" is not a simple patch; it is a deep, methodical process designed to uncover the root cause of performance issues and provide you with a strategic blueprint for long-term speed and scalability.
My process is structured in three clear phases:
System Audit: I conduct a comprehensive review of your architecture and run performance tests to gather hard data.
Bottleneck Analysis: I analyze that data to pinpoint the precise sources of inefficiency.
Optimization Blueprint: I deliver a detailed, actionable report that serves as a clear roadmap for your team to implement fixes.
You are not just hiring a coder; you are hiring a systems architect who translates complex technical problems into a decisive competitive advantage. I deliver clarity, not just code.
My process is structured in three clear phases:
System Audit: I conduct a comprehensive review of your architecture and run performance tests to gather hard data.
Bottleneck Analysis: I analyze that data to pinpoint the precise sources of inefficiency.
Optimization Blueprint: I deliver a detailed, actionable report that serves as a clear roadmap for your team to implement fixes.
You are not just hiring a coder; you are hiring a systems architect who translates complex technical problems into a decisive competitive advantage. I deliver clarity, not just code.
Machine Learning Tools
Amazon SageMaker, Azure Machine Learning, BERT, ChatGPT, GPT-3, Keras, Kubeflow, MLflow, NLTK, NumPy, pandas, Python, PyTorch, scikit-learn, SciPy, SQL, Tableau, TensorFlow, Vertex AI, XGBoostWhat's included
| Service Tiers |
Starter
$750
|
Standard
$1,500
|
Advanced
$2,500
|
|---|---|---|---|
| Delivery Time | 7 days | 14 days | 21 days |
Number of Revisions | 0 | 1 | 2 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 3 | 5 |
Number of Graphs/Charts | 2 | 5 | 10 |
Model Validation/Testing | - | ||
Model Documentation | - | - | |
Data Source Connectivity | - | ||
Source Code | - | - | - |
Frequently asked questions
About Kenny
Principal AI & Strategic Systems Architect
Washington, United States - 8:22 pm local time
My expertise includes:
Predictive Data Analysis: Developing and applying machine learning models to identify patterns, forecast trends, and extract strategic insights from diverse datasets.
Executive Report & Presentation Development: Crafting compelling, visually engaging presentations (e.g., using Google Slides) and comprehensive written reports that distill complex information into clear, persuasive deliverables for executive audiences.
Data Integration & Automation: Architecting efficient data pipelines and automating workflows to enhance accuracy, reduce manual effort, and ensure timely access to critical information.
Cybersecurity & Strategic Planning Support: Providing analytical support and strategic frameworks for understanding risk, identifying opportunities, and informing decision-making in complex technical environments.
Key Project Highlights (Independent Development):
AI-Driven Strategic Foresight Engine: Designed and developed a multi-module AI/ML framework focused on advanced predictive analytics. Applied methodologies to real-world datasets, demonstrating capability in pattern identification and outcome forecasting for strategic decision support.
Automated Executive Briefing System: Architected and implemented an end-to-end system to transform raw data and complex insights into polished, executive-level presentations (utilizing the Google Slides API) and comprehensive strategic reports. This dramatically streamlines the creation of high-impact communication for leadership.
Operational Protocol Development: Created robust frameworks for system resilience, architectural reconnaissance, and disciplined deployment, ensuring robust and repeatable technical solution delivery.
I am driven by a passion for solving intricate problems and delivering solutions that empower businesses to make informed, forward-looking decisions. My goal is to provide immediate, tangible value by bridging the gap between raw data and strategic clarity.
Steps for completing your project
After purchasing the project, send requirements so Kenny can start the project.
Delivery time starts when Kenny receives requirements from you.
Kenny works on your project following the steps below.
Revisions may occur after the delivery date.
Phase 1: System Audit & Reconnaissance
I will conduct a deep-dive audit of your existing architecture and run a series of performance tests to gather the raw data needed for analysis.
Phase 2: Bottleneck Analysis
I will analyze the data from Phase 1 to pinpoint the exact root causes of any latency, inefficiency, or scalability issues within your ML pipeline.