Experience Overview since 2021I am proficient in implementing data methodologies, which starts with business understanding and guides data-driven problem-solving through structured stages of data requirements, collection, and understanding.SQL Expertise:I import data into IBM DB2 and MS SQL Server using DDL and DML statements, create views and stored procedures, and manage transactions to ensure efficient data handling and manipulation.Python Programming:I utilise Python for data importation into pandas DataFrames, data cleaning (verifying types, addressing missing values, normalising), and Exploratory Data Analysis (EDA) using Pandas and NumPy. I assess feature correlations with Pearson Correlation and significance testing with P-values, and develop regression models, evaluating them using metrics like MSE and R-squared.Interactive Dashboards with Dash and Data Visualisation:I create dynamic and interactive dashboards using Dash, enhancing real-time data analysis. I specialize in advanced data visualizations, utilizing Seaborn and Plotly to communicate insights effectively through regression and box plots.Data Analysis:I perform comprehensive data cleaning and transformation, EDA, and visualization. Using IBM WatsonX, I construct prediction models with Python and R, employing regression and residual plots to evaluate model performance.Machine Learning:I apply supervised learning and unsupervised learning algorithms for predictive modelling. While my exposure to NLP and Deep Learning is limited, I am actively expanding my expertise in these areas.Integrated Skills for Data Solutions:Combining intermediate Python programming, advanced Dash visualizations, and comprehensive data analysis and machine learning, I transform raw data into actionable insights. I create interactive dashboards that facilitate effective communication and informed decision-making.

Quantity Surveyor at a Comprehensive High School in Bethelsdorp, Gqeberha.

My role was to assist small to medium businesses within the construction industry to develop and reach greater heights with quantity surveying skills such as project cost estimation, preparation of monthly cost reports to display the flow of liquid resource using financial management. Creating works programmes inclusive of resource management to display efficient project durations to enable profit gain rather than loss.

Tendering, pricing, project planning, labour costing, sourcing of work using e-tenders

My role was to prepare activities for the senior quantity surveyor I was working under, these responsibilities included taking off to prepare for monthly valuations, subcontractor payments and variation preparation. Creating reports for monthly site meeting with consultants/client.

Since I was a student, I did measuring to order material, I checked quality of work on site, take minutes in meetings, update the progress board