Required strong
5+ years AI/ML engineering 10+ years full-stack, 3 years AI/ML focus (TensorFlow, PyTorch, LLMs, RAG)
Resume AI Chatbot ElimuAI Refleckt GANs
Required exceptional
Strong Python + backend engineering 10 years Python, Django, FastAPI. Led backend teams at Vishnu Systems, ENGIE, Ignite.
UniCorns PayGoHub M-PESA Loyalty Engine
Required strong
Hands-on LLM experience (RAG, embeddings, agents, prompt engineering) Built RAG-powered resume chatbot with Anthropic SDK. ElimuAI with ElizaOS agent orchestration. Prompt engineering across projects.
Resume AI Chatbot ElimuAI Wave Showcase
Required strong
Prototype-to-production ML track record Shipped AI/ML security products at Vishnu Systems (healthcare). Sentiment analysis in Refleckt. Voice demo in this showcase.
Vishnu AI/ML Scanner Refleckt Afri-Voice Demo
Required exceptional
Fluency with AI coding agents This entire submission built with AI coding agents. Production workflows at Ignite using coding agents for automation.
Wave Showcase UniCorns
Bonus moderate
Voice AI (ASR, TTS, latency optimization) Afri-Voice demo: multilingual voice agent with Web Speech API, intent classification, latency tracking.
Afri-Voice Demo
Bonus strong
Low-resource language expertise Native Swahili speaker. Built Afri-Voice with Swahili intent classification. 7 years building products for African markets.
Afri-Voice Demo BawBab
Bonus moderate
Customer support / conversational AI systems Architecture proposal for Wave support automation. Voice agent demo handling balance, send money, account queries.
Afri-Voice Demo Architecture Proposal
Wave Stack exceptional
Python 3 + mypy 10 years Python. Type-annotated Lambda handlers in this project. mypy in CI.
Wave Backend UniCorns
Wave Stack exceptional
TypeScript / React 6 years TypeScript/React. This dashboard, UniCorns, resume-app, 5+ deployed Next.js apps.
Wave Dashboard UniCorns Resume App
Wave Stack exceptional
PostgreSQL 8 years PostgreSQL. Replication, sharding, high-availability across fintech and telecom.
ENGIE Deveric Technologies PayGoHub
Wave Stack strong
Kubernetes 5 years Kubernetes. Microservices orchestration, Helm charts, Istio service mesh.
UniCorns BawBab Veracode