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Português
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I will build machine learning model, data analysis and python solution
ML, Data Analysis, ISO 9001 QMS Expert, Six Sigma Black Belt
I'm Talha Khan — ISO 9001:2015 Certified Lead Auditor, Lean Six Sigma Black Belt, and CS graduate with 4+ years in supply chain operations at a GQCCO Saudi Arabia.
I offer two specialist services:
• I...
Sobre este Serviço
Need a Machine Learning solution that actually solves real business problems not just code that runs? Im Talha Khan, a Computer Science graduate and Supply Chain Operations Manager with ISO 9001:2015 & Lean Six Sigma certifications. I build ML solutions that deliver insights a manager can act on.
What I can build for you:
- Classification models predict categories (e.g., churn, defect detection, fraud)
- Regression models predict values (e.g., sales forecasting, demand estimation)
- Clustering uncover patterns and customer segments
- Exploratory Data Analysis (EDA) understand your data before modeling
- NLP tasks sentiment analysis, text classification, keyword extraction
- Time series forecasting predict future trends
- Feature engineering & data preprocessing clean messy datasets
- Model evaluation & comparison find the best algorithm
Tools & delivery:
- Python: Scikit-Learn, Pandas, NumPy, Matplotlib, Seaborn, NLTK, XGBoost
- Jupyter Notebooks clean, commented, ready to run
- Excel integration results in usable formats
- Visualisations, plain-language summaries, and instructions included
Industries: Manufacturing, retail, supply chain, healthcare, finance, e-commerce, and any data-driven business.
Mess
Linguagem de programação:
Python
Ferramentas:
caderno Jupyter
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Outros
Perguntas frequentes
Do I need to provide my own dataset?
Yes. You provide your data (CSV, Excel, or any standard format) and tell me what you want to predict or analyze. If you do not have data yet, message me — I can advise on what data you need to collect.
I am not technical — will I understand the results?
Yes, absolutely. Every delivery includes a plain-language business summary that explains what the model found and what it means for your business — no technical background required. The code is there if you want it, but the report stands on its own.
What format will you deliver the work in?
Jupyter notebook (.ipynb) with all code and visualisations, plus a Word or PDF summary report for business users. All files are fully editable.
Can you work with messy or incomplete data?
Yes. Real-world data is always messy. Data cleaning and preprocessing is included in all packages. Just share what you have and I will work with it.
What if I need deep learning or neural networks?
Basic deep learning (simple neural networks with Keras/TensorFlow) can be included in the Premium package. For large-scale production models, message me first and we can discuss scope.
Can you explain the results to my team?
Yes. The Premium package includes a full presentation-ready report. For Standard and Basic, the summary report covers the key findings. I am also available for questions after delivery.
