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You will get Custom Predictive Machine Learning Solutions for Business Optimization
Project details
Unlock the power of data-driven decision-making with a custom predictive machine learning model tailored to your specific business needs. Whether you aim to enhance medical diagnostics, predict customer churn, or optimize supply chain operations, I provide advanced machine learning solutions that deliver actionable insights and significant ROI.
What You'll Get:
1) Initial consultation and requirement analysis
2) Comprehensive data preprocessing and feature engineering
3) Development of a state-of-the-art predictive model
4) Rigorous validation and testing to ensure accuracy
5) Deployment support and integration into your existing systems
6) Detailed documentation and user guide
7) Post-deployment support for one month
With over 20 years of experience in data science and machine learning, I have successfully delivered numerous projects across various industries, including healthcare, finance, and e-commerce. My expertise ensures your business will gain a competitive edge through precise and reliable data-driven insights.
What You'll Get:
1) Initial consultation and requirement analysis
2) Comprehensive data preprocessing and feature engineering
3) Development of a state-of-the-art predictive model
4) Rigorous validation and testing to ensure accuracy
5) Deployment support and integration into your existing systems
6) Detailed documentation and user guide
7) Post-deployment support for one month
With over 20 years of experience in data science and machine learning, I have successfully delivered numerous projects across various industries, including healthcare, finance, and e-commerce. My expertise ensures your business will gain a competitive edge through precise and reliable data-driven insights.
Machine Learning Tools
Azure Machine Learning, BERT, ChatGPT, fastText, Google AutoML, Google Data Studio, GPT-3, Keras, Microsoft Power BI, NLTK, NumPy, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, R, SAS, scikit-learn, SciPy, SQL, Tableau, TensorFlow, Word2vec, XGBoostWhat's included
| Service Tiers |
Starter
$1,500
|
Standard
$2,500
|
Advanced
$3,500
|
|---|---|---|---|
| Delivery Time | 10 days | 15 days | 25 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 1 | 2 | 3 |
Number of Graphs/Charts | 3 | 5 | 8 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | - | - | |
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$500 - $1,000
Additional Revision
+$500
Additional Model Variation
(+ 5 Days)
+$500
Additional Scenario
(+ 5 Days)
+$500
Additional Graph/Chart
(+ 1 Day)
+$50Frequently asked questions
About Ling
Production AI Systems | LLM & RAG Architecture | PhD
Singapore, Singapore - 8:52 pm local time
I design and implement production-ready machine learning and LLM systems that move beyond experimentation into stable, scalable infrastructure. My work focuses on delivering systems that operate reliably in real workflows — not demos or prototypes.
With 20+ years across academia and industry, including leadership roles in large-scale e-commerce platforms, I have built predictive intelligence and AI infrastructure serving multi-million user environments. My experience spans architecture design, system optimization, and production deployment.
Selected impact:
• Led ML initiatives driving 8–16% revenue uplift in large-scale commerce systems
• Built predictive intelligence pipelines operating at multi-million user scale
• Winner of 10+ international ML competitions
• 80+ peer-reviewed publications in top-tier venues
What I help clients build:
• Production-ready LLM and RAG systems
• AI knowledge assistants and internal document Q&A platforms
• Retrieval pipelines with vector databases and optimized search
• Scalable ML infrastructure aligned with business objectives
• Technical architecture review and ML due diligence
I do not sell isolated models or generic AI prototypes.
I design structured AI systems that are deployable, maintainable, and aligned with measurable outcomes.
If you are building an AI-driven product, integrating LLM into workflows, or transitioning from prototype to production — I can help structure the architecture and execution roadmap.
Steps for completing your project
After purchasing the project, send requirements so Ling can start the project.
Delivery time starts when Ling receives requirements from you.
Ling works on your project following the steps below.
Revisions may occur after the delivery date.
Initial Consultation and Requirement Analysis
We will discuss your business challenges, define project objectives, and gather requirements to ensure a clear understanding of your needs.
Data Preprocessing and Feature Engineering
I will clean, preprocess, and prepare your data for modeling, ensuring it is ready for accurate analysis and model development.