, I'm Ngenoh

Welcome to my portfolio.

Python TypeScript JavaScript Java Dart Rust RAG Systems Machine Learning Trading Automation Data Engineering
Download CV View Projects

Education

Kenyatta University - MAMA NGINA UNIVERSITY

Nairobi, Kenya
ongoing

Bachelors in Computer Science

September 2023 - Present
Courses & Activities
  • Courses: Web Designing, Data Communication, Backend Connectivity, Blockchain Technology, Data Structures and Algorithms, System Developmet, Machine Learning, Internet Of Things, Probability and statisics, Calculus, Artificial Intelligence
  • Activities and Societies: Chess, Computer science club, table Tennis, Christian Union society

Selected Projects

kenwork

Kenwork AI RAG FREELANCER System

Completed

I developed a freelancer platform that features both manual and automatic client-freelancer matching capabilities. The automatic matching system utilizes AIME, an AI-powered solution that integrates a RAG (Retrieval-Augmented Generation) system with OpenRouter Free API and Hugging Face API.

Typescript Javascript Python SQL
Kaggle Titanic Competition

Kaggle_Titanic_compettion

Completed

Developed a survival prediction model using SVM with hyperparameter tuning, reaching a strong validation performance around 79% accuracy.

SVM ML Ops Kaggle
Wealth Strategist AI

Wealth Strategist: Multi-Agent Ecosystem

Active Deployment

Engineered an institutional-grade multi-agent AI system that orchestrates specialized Law and Tax microservices. Implemented a RAG (Retrieval-Augmented Generation) pipeline using Qdrant and Groq to provide real-time Kenyan business advisory on KRA compliance and the Companies Act. Each agent is trained explicitly on the respective kenyan government data and then wealth strategist ai is able to prombt them through api key

Python FastAPI RAG Qdrant Docker LLMOps
Adaptive Ensemble Classifier

Adaptive_ensemble_classifire

Completed

Built ensemble models using bagging and AdaBoost with bootstrap sampling to reduce variance and improve classification robustness.

Python Ensemble Learning scikit-learn
Pipeline Workflow

Pipeline_workflow

Completed

Created stratified K-fold machine learning pipelines with PCA and ensemble tuning via GridSearchCV and RandomizedSearchCV.

Pipelines PCA Model Tuning
CryptoChatbot

CryptoChatbot

Completed

Real-time crypto assistant that consumes CoinGecko market data and generates AI-assisted analysis for short-term market monitoring.

Python CoinGecko API Trading
TradingView Fadher

TradingView_Fadher

Completed

Built a TradingView Screener integration to analyze Stock, Crypto, Forex, and Bonds from one consolidated dashboard flow intergrating RAG.

TradingView API Quant Signals Analytics
Gaming app

Gaming_app

Completed

Implemented a Tic-Tac-Toe game against computer opponent using the Minimax algorithm and game-state evaluation logic.

Dart Minimax Game AI
Kaggle Sentiment Analysis

Kaggle_Sentimental_Analysis_Compettion

Completed

This Project presents a sentiment classification framework for movie reviews utilizing machine learning techniques. By employing TF-IDF vectorization coupled with Logistic Regression, the model attains an accuracy of 61%.

Python tfIDF HASHINGVECTORIZING Logistic_regression SDGCLASSIFIER Lematization&Stemming Kaggle

Courses Taken & Certificates

Bsc in Computer Science

MyGroupcourse

Naviagting through the world of technology and engineering

Mama Ngina University

Sep, 2023 - till to date

AI augmented Proffesional Development Skill in Digital age

MyGroupcourse

Experienced in integrating AI solutions for digital transformation and workforce development.

ALX

May , 2024 - July, 2024

IoT Devices

MyGroupcourse

Developed skills in data collection, cloud integration, and automation for IoT solutions.

Kenyatta University - MAMA NGINA UNIVERSITY

March, 2024

Certifications & Credly Badges

ALX AI Career Essentials Certificate

AI Career Essentials

ALX certificate focused on AI productivity, workflow support, and career-ready digital skills.

Open certificate

PLP Certificate

This 16-week Power Learn Project certification program encompasses software engineering with a specialized focus on artificial intelligence and machine learning.

Open certificate

Intro to CS

This credential represents Cisco's I2CS certification in foundational cybersecurity.

Open certificate

IBM Cybersecurity Certificate

This IBM credential certifies proficiency in practical cybersecurity methodologies and ethical hacking techniques.

Open certificate
Governance Risk Compliance and Data Privacy Certificate

Governance, Risk & Compliance

Certificate covering data privacy, risk management, and governance fundamentals.

Open badge
Governance Risk Compliance and Data Privacy Certificate

Data Science Essentials With Python

This Cisco certification attests that I have successfully completed the Data Science Essentials with Python curriculum, demonstrating my proficiency in leveraging Python and industry-standard libraries for data exploration, visualization, and modeling. The credential further validates my capacity to apply analytical reasoning and effectively communicate insights through guided practical projects.

Open Badge
Governance Risk Compliance and Data Privacy Certificate

Cloud Security

I possess advanced competencies in securing cloud systems, data, and applications, with the ability to tailor cloud frameworks to organizational needs. Additionally, I have developed essential workplace skills and explored cybersecurity career pathways.

Open Badge

Experience

Technical Writer

MacHub Writers Hub, Kiambu, Kenya

Academic writer, editor and proofreader

December 2023 - December, 2024
  • > Authored and edited over 1,000 academic papers in diverse disciplines, adhering to rigorous referencing standards like APA, Chicago, and Harvard.
  • > Specialized in crafting clear, concise, and compelling content tailored to academic and technical audiences.
  • > Proven expertise in research-driven writing, ensuring accuracy and credibility in every project.
  • > Excelled in proofreading and refining documents to meet high-quality standards for publication.
  • > Strong understanding of academic integrity and ethical writing practices.
  • > Passionate about facilitating knowledge transfer and intellectual growth through well-structured writing.

Contact Me