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Products & Services

By Benedict Ouma - Code, Curiosity, and Purpose. In Tech and Thought.

Data Analytics & Insights

Unlock the power of raw data through structured analysis and clear interpretation.

What I offer:

  • Data cleaning, transformation, and wrangling (Python, SQL, Excel)

  • Exploratory data analysis (EDA) with actionable insights

  • Trend and pattern identification for strategic decision-making

  • Custom Excel/Power BI dashboards

Sample Excel Dashboard | Power BI Dashboard


Machine Learning Solutions

Deploy smart models to predict, classify, and personalize business experiences.

What I offer:

  • Supervised and unsupervised ML models (classification, regression, clustering)

  • Clean, scalable ML pipelines (Scikit-learn, TensorFlow, XGBoost)

  • Model evaluation and tuning (cross-validation, grid search, etc.)

  • Model interpretability and reporting for non-technical teams

Sample ML Project


Data Visualization & Storytelling

Let your data speak with visuals that inspire action.

What I offer:

  • Advanced visualizations (Matplotlib, Seaborn, Plotly)

  • Power BI dashboard development

  • Visual narratives for reports, pitches, and academic presentations

  • Custom infographic creation from datasets

See Visualization and Storytelling Project


Business Intelligence (BI)

Bridge the gap between data and strategy with tailored BI solutions.

What I offer:

  • KPI tracking dashboards for sales, marketing, HR, etc.

  • SQL-based reporting and queries

  • Trend monitoring and forecasting support

  • Data-driven decision frameworks

Click to View a Sample BI Project



Training & Mentorship (By Request)

Build your team or personal capacity through customized learning.

What I offer:

  • Hands-on sessions in Python, SQL, Excel, Power BI, and machine learning

  • Tailored workshops for students, startups, or early-career professionals

  • Code reviews and learning roadmap consultations

Request Training or Book a Mentorship Call


AI Ethics & Fairness Consulting

Create AI systems that are transparent, responsible, and people-first.

What I offer:

  • Bias detection and fairness audits in models

  • Model explainability tools and interpretation guides

  • Privacy-conscious data workflows

  • Ethical guidelines for data collection and deployment

​​​Book an Audit


Natural Language Processing (NLP) - Coming Soon

Extract insight from language and text.

What I offer:

  • Sentiment analysis, keyword extraction, and text classification

  • NLP pipelines with spaCy and Hugging Face

  • Custom chatbot and recommendation system prototypes

  • Analysis of customer feedback, survey text, and social media

Explore NLP Projects | Try Sentiment Demo