You will get Expert RLHF & Code Alignment for Python/JS LLM Training
Project details
Stop Deploying Unaligned, Vulnerable AI Code.
Most AI-generated code is "functional" but fails in production due to security leaks, high cognitive complexity, and zero error handling. I provide professional RLHF (Reinforcement Learning from Human Feedback) Code Alignment services to transform raw LLM outputs into secure, enterprise-grade software.
Why Align Your Code?
Unstructured AI outputs often contain hidden "Code Smells" and security risks (CWE-94, CWE-772). My alignment process ensures every line is audited against strict Reward Models centered on safety and maintainability.
What You Get:
Golden Alignment: Production-ready code with context managers, strict typing, and robust error boundaries.
Security Mapping: Neutralization of ACE, SQLi, and resource leak vulnerabilities (OWASP Compliant).
Technical Telemetry: Deep metrics report including Cyclomatic Complexity and Maintainability Index.
Architectural Integrity: Code that adheres to PEP-8 and modern software engineering patterns.
I don't just "fix" code; I engineer reliability into your AI workflow. Let's make your AI-generated assets secure and scalable.
Most AI-generated code is "functional" but fails in production due to security leaks, high cognitive complexity, and zero error handling. I provide professional RLHF (Reinforcement Learning from Human Feedback) Code Alignment services to transform raw LLM outputs into secure, enterprise-grade software.
Why Align Your Code?
Unstructured AI outputs often contain hidden "Code Smells" and security risks (CWE-94, CWE-772). My alignment process ensures every line is audited against strict Reward Models centered on safety and maintainability.
What You Get:
Golden Alignment: Production-ready code with context managers, strict typing, and robust error boundaries.
Security Mapping: Neutralization of ACE, SQLi, and resource leak vulnerabilities (OWASP Compliant).
Technical Telemetry: Deep metrics report including Cyclomatic Complexity and Maintainability Index.
Architectural Integrity: Code that adheres to PEP-8 and modern software engineering patterns.
I don't just "fix" code; I engineer reliability into your AI workflow. Let's make your AI-generated assets secure and scalable.
AI Algorithms
Generative Adversarial Network, Large Language Model, Multimodal Large Language Model, Regression Analysis, Transformer Model, Variational Autoencoder, YOLOAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI-Generated Art, AI-Generated Code, AI-Generated Music, Conversational AI, Natural Language Generation, Natural Language Understanding, Object Detection, Synthetic Data GenerationAI Development Language
PythonAI Tools
Azure OpenAI, GitHub Copilot, Hugging Face, NVIDIA AI Platform, PyTorch, ReplitAI Models
AlphaCode, ChatGPT, GPT-4, LLaMA, OpenAI Codex, WhisperWhat's included
| Service Tiers |
Starter
$150
|
Standard
$450
|
Advanced
$1,250
|
|---|---|---|---|
| Delivery Time | 3 days | 7 days | 14 days |
Number of Revisions | 1 | 2 | 3 |
AI Model Integration | - | ||
Batch Normalization | - | - | - |
Database Integration | - | - | |
Detailed Code Comments | |||
Image Upscaling | - | - | - |
MLOps | - | - | |
Model Deployment | - | - | - |
Model Documentation | - | ||
Model Monitoring | - | - | - |
Model Testing & Optimization | |||
Model Tuning | - | - | |
Natural Language Processing | - | ||
NLP Tokenization | - | - | - |
Pre-Training | - | - | - |
Prompt Engineering | - | ||
Setup File | - | - | |
Source Code |
Frequently asked questions
About Jackson
Full Stack Developer (React, Node.js) | AI & Automation Specialist
Kuala Lumpur, Malaysia - 7:58 am local time
I am a Full Stack Developer specializing in React.js, Node.js, and Automation. I don't just write code; I build systems that save you time and help your business grow.
With a strong background in Computer Science (Monash University) and hands-on experience building complex data scraping tools, I can help you with:
Full Stack Web Development
Building fast, responsive websites using React.js and Tailwind CSS.
Developing secure backends with Node.js and MongoDB.
Web Scraping & Automation (My Specialty)
Creating custom bots using Puppeteer to scrape data from complex websites.
Automating boring tasks (e.g., form filling, data extraction) to save you hours of work.
Experience with financial data scraping and real-time updates.
AI Integration
Integrating AI models (LLMs) into your website for smarter data analysis and customer interaction.
I am detail-oriented, communicative, and ready to start immediately. Let's discuss how I can solve your problem today.
Steps for completing your project
After purchasing the project, send requirements so Jackson can start the project.
Delivery time starts when Jackson receives requirements from you.
Jackson works on your project following the steps below.
Revisions may occur after the delivery date.
Baseline Vulnerability & Logic Audit
I will perform a deep dive into the provided code to identify security risks (CWE/OWASP), AST complexity bottlenecks, and PEP-8 alignment gaps.
Reward Model Preference Ranking
I will generate multiple alignment candidates and apply a rigorous Reward Model to rank them based on your specific requirements and enterprise standards.