You will get predictive/descriptive ML models (churn, sentiment, association rules etc.)


Project details
You will receive:
-Comprehensive R Markdown reports: I will provide you with detailed Rmd, HTML, and PDF reports that showcase the entire model-building process.
-Well-Commented R Code: My code is well commented to ensure complete understanding. You'll have clear explanations for each aspect of the process.
-Seamless Model Update Instructions: I'll guide you on how to effortlessly update your model using new training data.
-Accurate Predictions for New Data: Get instructions on how to obtain accurate predictions for fresh data. Your model will be ready to make informed decisions.
-Unlimited Upwork Support: Need assistance or have questions? I offer unlimited support through Upwork messages. I'm here to help you every step of the way.
-Actionable Insights: My reports not only present data but also provide actionable insights. Transform your findings into strategies for success.
-Fast Turnaround: Timely delivery is my priority. You can expect quick and efficient completion of your project.
-Customized Solutions: Every project is unique. I tailor my solutions to meet your specific requirements for the best results.
-Comprehensive R Markdown reports: I will provide you with detailed Rmd, HTML, and PDF reports that showcase the entire model-building process.
-Well-Commented R Code: My code is well commented to ensure complete understanding. You'll have clear explanations for each aspect of the process.
-Seamless Model Update Instructions: I'll guide you on how to effortlessly update your model using new training data.
-Accurate Predictions for New Data: Get instructions on how to obtain accurate predictions for fresh data. Your model will be ready to make informed decisions.
-Unlimited Upwork Support: Need assistance or have questions? I offer unlimited support through Upwork messages. I'm here to help you every step of the way.
-Actionable Insights: My reports not only present data but also provide actionable insights. Transform your findings into strategies for success.
-Fast Turnaround: Timely delivery is my priority. You can expect quick and efficient completion of your project.
-Customized Solutions: Every project is unique. I tailor my solutions to meet your specific requirements for the best results.
Machine Learning Tools
Azure Machine Learning, ChatGPT, GitHub Copilot, Google Data Studio, GPT-3, Microsoft Excel, Microsoft Power BI, NumPy, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, R, RapidMiner, XGBoostWhat's included
| Service Tiers |
Starter
$150
|
Standard
$250
|
Advanced
$400
|
|---|---|---|---|
| Delivery Time | 10 days | 6 days | 5 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Graphs/Charts | 5 | 10 | 10 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
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TK
Tolulope K.
Apr 1, 2025
Fixing Pinecone/development
AK
AK K.
Aug 27, 2024
Data Analyst and Web Search Agent with open LLM
Very Professional and in depth knowledge on AI/ML. Understood requirements and proposed solutions quickly. Highly recommended!
EP
Eric P.
Aug 17, 2024
Predictive Modelling for Churn Data
SS
Sona S.
Jul 24, 2024
Embedding improvements for existing chatbot
AK
Anders K.
Jun 3, 2024
LLaMa 2 PDF chatbot improvement
Great, very professional and helpful about solutions for this AI project. Thanks
About Muhammad
Business Automation Specialist | CRM & Sales Automation
100%
Job Success
Lahore, Pakistan - 12:59 pm local time
🔧 What I Offer:
• Design, build, and deploy automation workflows using n8n, Make, GHL: webhooks, triggers, conditional logic, split/fork flows, error handling.
• Build AI Agents and chatbots, powered by private or open LLMs, combined with RAG (Retrieval Augmented Generation) for knowledge-base integration.
• Automate data integrations: APIs, databases, CRMs, webhook connectors, scheduling with cron/triggers, polling, etc.
• Create end-to-end pipelines: collecting / parsing data → AI processing (LLMs, NLP) → action (send email, update DB, trigger another workflow).
• Monitoring, alerting, logging: setting up workflows that watch data, react to anomalies, send Slack/Email/Notion alerts.
• Workflow optimization & scaling: optimizing nodes, using caching, rate-limits, retries, modular workflows.
🌟 Why I’m Different / What You Get:
• Automation tools experience + strong AI/LLM background: I know how to combine nodes, triggers, HTTP / API, webhook, code nodes (JavaScript / Python), etc., to produce reliable, maintainable workflows.
• Clean & maintainable automations: modular workflows, documentation, fallback/error flows so nothing breaks silently.
• Focus on performance & cost efficiency: reducing API calls, optimizing prompt usage, using private LLMs where possible.
• Clear communication & project updates: I use version control, share workflow diagrams, get your feedback early.
• Measurable results: I’ve built 50+ workflow automations that saved clients many hours.
🛠 Technologies & Keywords I Work With:
n8n (webhooks · workflow automation · trigger nodes · scheduling · HTTP Request / API nodes · conditional nodes · error handling) · AI / LLMs (OpenAI, Claude, Mixtral, LLaMa, etc.) · RAG workflows · NLP · LangChain, LlamaIndex · Python / code nodes inside n8n for custom logic · Data integrations (SQL, Supabase, APIs) · Monitoring & alerts (Slack, Email, Notion, etc.) · Front-end / dashboards (React, Streamlit, Gradio) when needed.
If you have repetitive tasks, disjointed tools, data you want to put to work, or want an AI + workflow system that just works, send me a message. Let’s plan out your automation using n8n + AI, and make your operations smoother, faster, and safer.
Steps for completing your project
After purchasing the project, send requirements so Muhammad can start the project.
Delivery time starts when Muhammad receives requirements from you.
Muhammad works on your project following the steps below.
Revisions may occur after the delivery date.
Requirements
Please provide your data And tell me specific requirements