Open to opportunities

Angela Nickson
Mbwambo

Software Developer // Agentic AI Engineer

I’m a software developer who builds and deploys AI agents, RAG systems and automations that real people actually use. I’m an OCI Certified Architect Associate who loves turning messy problems into tools people can adopt and sustain.

ANAngela Nickson Mbwambo
01 — About

Who I Am

I’m a software developer and Computer Science graduate (2025) from Mbeya University of Science and Technology. My focus is agentic AI, machine learning, and the data systems behind them, and I’m happiest when I’m shipping something that works for real users.

My skills span Python, Django and SQL, system administration, secure IT operations, and integrating LLMs with tools like WhatsApp, Telegram, Odoo and Google Workspace.

I also train community members in ICT, which keeps me focused on building systems that ordinary users can adopt and sustain. I’m fluent in Kiswahili and English.

15
AI agents built & deployed
2025
CS graduate (MUST)
8
Certifications & awards
OCI
Certified Architect Associate
02 — Skills

Tools & Technologies

From agent workflows and retrieval to cloud, ERP and web development. Here’s what I work with.

Agentic AI & LLMs
AI AgentsMulti-step WorkflowsTool / Function CallingOpenRouterPrompt EngineeringAI Chat AssistantsLead-engagement Agents
RAG & Vector Search
  • Retrieval-Augmented Generation
  • Pinecone
  • Embeddings
  • Ingestion & chunking
  • Semantic search
Automation & Integrations
  • n8n
  • WhatsApp & Telegram bots
  • Google Workspace automation
  • REST APIs & webhooks
  • Odoo ERP customisation
AI & ML
  • Random Forest, Neural Nets
  • Predictive modelling
  • Time series & forecasting
  • Data mining & scraping
  • STATA
Cloud & Infrastructure
  • Oracle Cloud (OCI)
  • Linux administration
  • Database design
  • Big data technologies
Web & Databases
  • Python, Django
  • Flask, FastAPI
  • SQL
  • Backup & recovery
Languages & Tools
  • Python, JavaScript, SQL
  • Kotlin, PHP, C++, C
  • GitHub, VS Code, Jupyter
  • Android Studio, Odoo
03 — Experience

What I Do

Software Developer · Agentic AI & ERP
Cloud & AI team
February 2026 – Present
04 — Education

Academic Background

Bachelor of Computer Science
Mbeya University of Science and Technology (MUST)
2022 – 2025

Took part in developing and managing academic and campus information systems, supporting system monitoring and data handling, and applying good practice in data organisation, access control and reliability.

05 — Projects

What I’ve Built

Winning team · TCRA 2025

Crime Detection & Prevention System

Built with my team for the Girls in ICT Hackathon hosted by the Tanzania Communications Regulatory Authority, using ML on structured crime data to surface patterns for public safety.

PythonMachine LearningPandasScikit-learn
Winning team · TCRA 2025

Spam SMS Detection

A text-classification solution that flags spam messages using NLP preprocessing and supervised learning, built in the same hackathon.

PythonNLPScikit-learn

Zanchangemakers Website

Volunteer-built information and management website with a user dashboard, an admin dashboard and a payment system.

zanchangemakers.co.tz ↗
DjangoDashboardsPayments

E-commerce Application

A full shop experience with a product catalogue, shopping cart, payments and an admin dashboard.

PythonSQLPayments

University Information Systems

Helped build and manage academic and campus systems, with attention to data organisation, access control and keeping services available.

MonitoringAccess ControlDatabases

Production AI Agents

15 AI agents built and deployed: customer-support bots on WhatsApp and Telegram, RAG assistants grounded in source documents, and outreach agents for lead follow-up.

Agentic AIRAGPineconen8n
06 — Awards & Training

Recognition

2025 · WINNER
Girls in ICT Hackathon
Hosted by TCRA
2026
Certified Architect Associate
Oracle Cloud Infrastructure
2026
Odoo Training
Odoo
2025
NASA Space Apps Challenge
NASA
2025
Girl Code Hackathon: AI Credit Scoring
Girl Code
2025
Girls in ICT Spatial Innovators
GIS & Data Systems
2024
Data Science & Cybersecurity Basics
Africa Child Academy
2022
UNITE Training Program
Leadership & ICT Skills
Community
  • Volunteer, ICT training programs at Project Inspire
  • Volunteer web developer, Zanchangemakers
Languages
  • English: fluent
  • Kiswahili: fluent
07 — Contact

Let’s Build Something

I’m open to AI and agent engineering roles, freelance projects, automation and ERP work, and web or mobile development. Don’t hesitate to reach out.