> whoami --role=Mechanical Engineer & AI Systems Engineer

Kingsley Nwabueze Jide

Mechanical Engineer & AI Systems Engineer

four-plus years shipping production AI systems: voice agents that talk back in under two seconds, ingestion pipelines that don't fall over at scale, and retrieval stacks that combine vector and graph search to make structured knowledge queryable. I build where software intelligence meets physical and engineering environments.

Kingsley Nwabueze Jide
01

Projects

Project_03 // AI Compression Method (In Progress)

AI Compression Method using PID and Simulated Annealing

  • Developing a method to shrink AI to make it run faster on weaker devices.
  • Designed the AI compression method using PID as a feedback loop for Simulated Annealing optimization.
  • Compressed 2 AI models (resNet18, mobileNetV2) using this method
  • Currently, statistically evaluating the performance of the 2 AI models.
PythonPytorchgit flowsGoogle Cloud PlatformTechnical ReportingSoftware Documentation
Project_02 // Voice-Controlled CAD System

RAG Agent for 3D Construction and Manufacturing Models

  • CAD 3D Enterprise AI Agent that answers project relevant questions asked by manufacturers, construction Engineers, architects and planners.
  • A .ifc or .step 3D file is uploaded and the agent can answer questions asked about 3D model, and generating takeoffs.
  • Added a audio conversation feature to the agent, allowing users to ask questions and receive answers in real-time using voice commands.
PythonLiveKit WebRTCLiveKit CloudFastAPIifcopenshellNeo4jChromaDBPostgresDockerAWS EC2LangChainLangGraphRAGWebRTCSTT / TTS / VAD Pipelines
Project_01 // Instrumentation and Signal Processing Pipeline

Force Sensor Design and Signal Processing

  • A force dynamometer is designed that measures orthogonal cutting forces of a lathe machine.
  • Implemented signal processing methodology with c++ on an embedded microcontroller. Which makes the user receive realtime force measurements as cutting is happening.
  • Published and presented the report at CERTIP 2021 conference.
C++Technical ReportingCommunicationSoftware DocumentationSQLite
02

Engineering Surface

Languages

Python
C++
SQL
JavaScript
Matlab

AI & Retrieval

LangChain / LangGraph
Vector + Graph Retrieval
ChromaDB · Neo4j
Machine Learning Systems

Real-Time & Voice

LiveKit / LiveKit Cloud
WebRTC
STT / TTS / VAD Pipelines
n8n Automation

Data & Infra

numpy
pandas
ETL / ELT Pipelines
Postgres
AWS (EC2, S3)
Docker · Git · CI/CD

Design and Simulation

SolidWorks
AutoCAD
ANSYS

Spatial / BIM

IFC / OpenBIM
IFC.js
ifcopenshell
3D Model Interaction
.STEP

APIs & Backend

FastAPI
System Design
API-Driven Architecture
Distributed Systems
04

Certifications

Machine Learning Specialization

DeepLearning AI, Standford University

Completed a comprehensive ML engineering program covering machine learning, deep learning, and AI system design.

View Certificate
03

Education

2026

Post Grad, Computer Science

Lagos State University, Ojo

2022

Bachelor's Degree, Engineering

University of Nigeria, Nsukka