Projects that turn technical ideas into working capability.

Explore public engineering work across AI agents, machine learning, computer vision, responsible AI, reinforcement learning, data science, simulation, and Web3.

Explore by engineering discipline.

These are public repositories selected as engineering portfolio work. They demonstrate systems thinking, model development, and inspectable implementation workflows.

ingenuity@projects:~WORKFLOW READY
$ load recent-engineering-projects$ inspect disciplines → 6 focus areas attached$ trace portfolio systems → AI · ML · Vision · RL · Data · Web3$ status → public evidence ready
● live tracebase-format project browser
02PUBLIC
ML · Forecasting

Retail Sales Forecasting

Time-series forecasting using multiple machine-learning models and LSTM-based sequence modeling with feature engineering.

PythonLSTMFeature Engineering
Python / JupyterView repository ↗
03PUBLIC
Computer Vision · AI

SAM2 Video Wall Segmentation

Video and image wall segmentation using SAM2 with custom overlays for visualizing model output across frames and images.

SAM2SegmentationVisual Overlays
Python / JupyterView repository ↗
04PUBLIC
Vision · Deep Learning

DeiT Skin Cancer Classification

A vision-transformer workflow for skin-cancer image classification, including fine-tuning and TensorFlow Lite conversion.

DeiTTensorFlow LiteClassification
TensorFlow / JupyterView repository ↗
05PUBLIC
Responsible AI · Vision

FairFace Gender Bias Analysis

Gender classification on FairFace with a ResNet50 baseline and fairness metrics to evaluate model behavior across groups.

ResNet50Fairness MetricsGroup Analysis
TensorFlow / JupyterView repository ↗
06PUBLIC
Reinforcement Learning

Blackjack Reinforcement Learning

Dynamic programming and reinforcement-learning experiments on the Blackjack MDP using SARSA and Q-learning.

SARSAQ-learningMDP
Python / JupyterView repository ↗
07PUBLIC
Simulation · Control

X-15 Flight Dynamics Simulation

A consolidated X-15 flight-dynamics study with simulation, LQR control, literature review, and ARX system identification.

SimulationLQRARX
Python / JupyterView repository ↗
08PUBLIC
Data Science · Regression

Airbnb SEMMA Price Regression

An interpretable Airbnb nightly-price model built with the SEMMA workflow, data cleaning, exploration, transformations, and regression assessment.

SEMMARegressionEDA
Python / JupyterView repository ↗
09PUBLIC
Knowledge Systems · NLP

Knowledge Graph QA Preprocessing

Preprocessing and loading workflows for KGQA datasets and knowledge graphs including CWQ, SimpleQuestions, WebQSP, Freebase, and Wikidata.

KGQAFreebaseWikidata
Python / JupyterView repository ↗

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