You will get Unlock Strategic Insights and Growth with Financial Machine Learning Models
Project details
This project delivers high-performance predictive machine learning models built on economic and financial indicators designed to turn raw data into strategic insights and investment-ready forecasts.
Using advanced statistical techniques, econometric modelling, and machine learning algorithms, I’ll work directly with your data to develop models that are not only accurate but also actionable.
What’s included:
✔ Comprehensive data analysis and interactive visualizations
✔ High-accuracy predictive models tailored to your objectives
✔ Statistical and econometric frameworks for data-driven decisions
✔ Well-documented algorithms with full explanation
✔ Expertly selected indicators across Real Estate, Crypto, and Stock Markets
Let’s build models that don’t just predict outcomes, they guide business growth.
Using advanced statistical techniques, econometric modelling, and machine learning algorithms, I’ll work directly with your data to develop models that are not only accurate but also actionable.
What’s included:
✔ Comprehensive data analysis and interactive visualizations
✔ High-accuracy predictive models tailored to your objectives
✔ Statistical and econometric frameworks for data-driven decisions
✔ Well-documented algorithms with full explanation
✔ Expertly selected indicators across Real Estate, Crypto, and Stock Markets
Let’s build models that don’t just predict outcomes, they guide business growth.
Machine Learning Tools
Azure Machine Learning, ChatGPT, Deeplearning4j, GitHub Copilot, Google Sheets, Microsoft CNTK, Microsoft Excel, Microsoft Power BI, MLflow, Python, Python Scikit-Learn, PyTorch, R, SAS, scikit-learn, Scrapy, SQL, Stata, TableauWhat's included
| Service Tiers |
Starter
$100
|
Standard
$300
|
Advanced
$500
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 20 days |
Number of Revisions | 2 | 3 | 5 |
Number of Model Variations | 1 | 3 | 4 |
Number of Scenarios | 1 | 3 | 10 |
Number of Graphs/Charts | 5 | 5 | 5 |
Model Validation/Testing | - | ||
Model Documentation | - | - | |
Data Source Connectivity | - | - | - |
Source Code | - | - |
About Calib Kamatei
Econometrician|Machine Learning|Financial Modelling
Ottawa, Canada - 3:15 am local time
ABOUT ME:
🏆 RISING TALENT on UPWORK)
8 years of working experience with large corporations and institutions (Equity Bank, Bank of Montreal, Carleton University)
🎓Master in Econometrics/Statistics/Data Science
💎Provide effective help for MASTER THESIS
With a proven record of excellence in financial analysis, econometric modeling, and data-driven decision-making, I help clients and institutions transform complex datasets into actionable financial insights. My expertise bridges academia and industry, combining rigorous economic analysis with applied business intelligence to support better financial planning, forecasting, and investment evaluation.
I have over 8 years of experience in empirical research, statistical analysis, econometric modeling, data science, machine learning models, data analysis (panel data analysis and time series analysis, complex survey design and analysis), data visualization, storytelling, and project management. I enjoy creating dashboards of data analytics to provide data insights, data trend, meaningful graphs, statistical analysis, story-telling summary that serves as key benchmark to influence business decision.
Moreover, I also provide robust statistical evidence, regression/correlation analysis, machine learning predictive models to provide supportive and significant results for business projects.
I also help clients understand different statistical techniques, regression techniques, learn excellent statistical language including STATA, SAS, R, and Python to make your life easier.
My previous projects on machine learning and econometric modeling include the followings but not limited to:
- Data Analysis, Large Survey Data Analytics and Data Visualization.
- Linear regression with panel data and time series data.
- Forecasting model for time series analysis
- Financial modeling such as stock returns, financial indices and financial performance prediction.
- Machine Learning models: Random forest, decision trees, KNN, neural network,...
- Logistic models, multinomial logit models, ordered logit models.
- Economics research, market research, house price, mortgage default prediction,
- Program evaluation using different methods such as difference in difference, propensity score matching, instrument variables, fixed effects, regression discontinuity design.
I am happy to share my knowledge on machine learning modeling as well as quantitative and analytical skills to help you succeed in your project.
I am passionate about using data and quantitative models to solve real-world financial and economic problems. My work is always rooted in accuracy, clarity, and analytical integrity. I enjoy helping clients interpret results, refine strategies, and make confident, data-backed decisions.
I can also provide statistical advice and statistical analysis including:
- Descriptive Statistics.
- Bi-variate analyses such as t-tests, correlations, chi-square tests and non-parametric tests for normal and non-normal data.
- Multivariate analyses such as ANOVA, MANOVA, LDA, PCA and factoring analysis, regression analysis (see econometric models above).
- Review and interpret statistical output, set up the appropriate hypothesis testing and write up conclusion and policy recommendation.
- Tutoring Statistics, Math and Econometric courses: including both introduction and advanced courses.
I have experience with different types of data including:
- Survey data (household, market research, firm/business/country data, house price, loan performance, accounting, finance, health, labor and income, etc.)
- Panel data
- Time series data
I help clients put together and analyze different types of survey data, panel and time series data, getting the data insights, build data trend and data stories with meaningful graphs and great visualization.
Looking forward to working with you soon,
Calib
Steps for completing your project
After purchasing the project, send requirements so Calib Kamatei can start the project.
Delivery time starts when Calib Kamatei receives requirements from you.
Calib Kamatei works on your project following the steps below.
Revisions may occur after the delivery date.
Initial Data Review & Cleaning
Assess the quality of your data, handle missing values, and prepare it for analysis.
Exploratory Data Analysis (EDA)
Visualize and summarize key patterns, trends, and anomalies in your dataset.