
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
python-capstone-project
May 24, 2026 – Present
Python Bootcamp Capstone - 5 real-world projects covering functions, loops, data structures, file handling and error handling. 120 issues, one per student.
View Projectwater_portability_predictor
January 24, 2026 – Present
water_portability_predictor — repository
View Projectdata_structures_algorithm
January 15, 2026 – Present
data_structures_algorithm — repository
View Projectafrica_energy_extraction
October 22, 2025 – October 27, 2025
Automated extraction of energy-related datasets (2000–2022) from the Africa Energy Portal using Playwright, with structured data preparation for MongoDB storage and analysis.
View Projectmultimodal_news_summarizer
September 29, 2025 – October 5, 2025
A Python-based tool that fetches news articles from RSS feeds, summarizes them using an LLM, and generates captions for associated images.
View Projectcustomer_support_chatbot
September 29, 2025 – November 12, 2025
Simple customer support chatbot built with LangChain and Groq. It classifies user questions into Billing, Technical Support or General Inquiry, provides predefined responses, and detects frustration to suggest escalation to a human representative.
View Projectkenyan_constitution_rag
September 19, 2025 – September 20, 2025
A Retrieval-Augmented Generation (RAG) system that answers questions about the Kenyan Constitution (2010). It uses FAISS for semantic search, HuggingFace embeddings for vectorization, and ChatGroq’s llama-3.1-8b-instant model to generate accurate, context-aware answers.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in data science and AI/ML. The diversity of projects, from chatbots to data extraction, suggests a proactive and curious individual. However, the lack of team-based or professional experience makes it difficult to fully assess cultural fit in a collaborative environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to work on self-directed projects.