Clarity comes from implementation; let’s see it in code.

Jericho Katende
Software Developer

I'm Jericho, a Software Developer passionate about creating intelligent systems that solve real-world problems.
Published

Research Paper in SpringerView all →

10+

Professional CertificationsView all →

About Me

I'm a passionate Software Developer with expertise in building intelligent systems that solve real-world problems

Jericho Katende

Jericho Katende

Software Developer • AI/ML Enthusiast

With a strong foundation in full-stack development and AI/ML, I specialize in creating innovative solutions that bridge the gap between cutting-edge technology and practical applications.

My work spans from developing mobile applications and web platforms to implementing machine learning models and explainable AI systems. I've demonstrated ability through participation in hackathons and high-impact projects throughout Africa.

Currently working as a Software Developer at PayTota, I'm driven to make a significant contribution to innovation in tech-driven settings.

Technical Skills

Python
Dart
SQL
JavaScript
C
Power BI
DAX
Pandas
NumPy
Flutter
Django
RESTful APIs
MySQL
Firebase
Google Cloud Platform
Git
GitHub
JIRA
LangChain
RAG
scikit-learn
TensorFlow

Education

Bachelor of Science in Computer Science

Makerere University

Jan 2022 - Jan 2025 • Grade: 4.17

Focus Areas:

Software Development, AI, Database Management, Computer Networks

Advanced Level (A-Level)

St. Mary's College Kisubi

Feb 2019 - May 2021 • Grade: 18 Points

Ordinary Level (O-Level)

Our Lady of Good Counsel SSS Gayaza

Feb 2015 - Nov 2018 • Grade: 15 Aggregates

Experience

My professional journey and career milestones

2025 - Present

Software Developer

PayTota

Kampala, Uganda

Build and maintain API-driven payment systems

Implement mobile-first features and integrations for a payment gateway aggregator

2024 - 2025

Data Analyst

Armada Credit Bureau

Kampala, Uganda

Analysed CRB data to improve credit reporting and scoring processes

Designed and built dashboards and validation tools to improve data accuracy

Translated analytical insights into actionable recommendations

2024

AI for Impact Hackathon - Semifinalist

A2SV

Addis Ababa, Ethiopia (Remote)

🏆Ranked among the top 32 teams out of 1,118 teams across Africa

Developed WellCareBot, an LLM-driven mental health chatbot using LangGraph/LangChain, Flutter, Flask, RAG, and Firebase

2023 - 2024

Mobile Application Developer

AirQo, Makerere University

Kampala, Uganda

Implemented new features for the AirQo mobile app using Flutter and Dart

Optimized app performance and reliability for better user experience on low-end devices

Professional Work

Projects from internships and employment

AirQo Mobile App

Mobile Application Developer2022 - 2023

AirQo Mobile App

Air Quality Monitoring Platform

During my internship at AirQo, Makerere University, I contributed to the development of a comprehensive air quality monitoring platform. The app provides real-time air quality data across Uganda, helping citizens make informed decisions about their health and daily activities. I implemented several key features and performance optimizations that improved user experience and app reliability.

FlutterDartREST APIsFirebaseGitJIRA

Key Achievements

  • Improved app performance through optimization
  • Implemented real-time data synchronization features
  • Enhanced user interface for better accessibility
  • Contributed to 15+ feature releases during internship
Experience AirQo →

Hackathons & Research

Competition projects and academic research

Jul 2024 - Sep 2024

WellCareBot

LLM-powered Mental Health Chatbot

WellCareBot

AI-powered chatbot providing CBT and IPT-informed mental health support with RAG implementation.

FlutterLangChain/LangGraphFlaskRAGFirebase

Recognition

  • 🏆 Top 32 out of 1,118 teams in AI for Impact Hackathon across Africa (2024)
  • Developed LLM-driven mental health chatbot using LangGraph/LangChain
  • Built with Flutter frontend and Flask backend

2023 - 2024 (Development Phase), Published May 2025

Sign Language Translator (Signer)

Explainable Real-Time Sign Language to Text Translation

Sign Language Translator (Signer)

A real-time computer vision mobile app that translates sign language gestures into readable text using deep learning and explainable AI.

FlutterTensorFlowPythonOpenCVDart

Recognition

  • Published in Springer (May 2025): https://link.springer.com/chapter/10.1007/978-981-96-2703-5_15?
  • Led a 4-member team as Team Lead across ML, Mobile, and Data tracks
  • Achieved 92% accuracy in gesture recognition on validation data

Client Work

Freelance projects and side gigs

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