AI and data
Synthkit
Text dataset generation with checks for duplicates, diversity and evaluation overlap.
Explore projectPortfolio
Engineering projects and studies.
Explore the work across computing, AI, robotics and engineering simulation. Source links accompany each available public project.
Engineering study
Reducing contention in a histogram kernel
↗Engineering studyReducing overhead in an action sampler
↗Engineering studyMeasuring the tolerance in a kernel check
↗47 projects
Evaluation and security
LLM Security Scanner
Adversarial model probes with findings reports and risk registers.
Explore projectEvaluation and security
Adversarial AI Red Teaming
Prompt attack generation, response checks and code evaluation tools.
Explore projectEvaluation and security
Agent Scenario Quality Control
Structural and semantic validation for agent training scenarios.
Explore projectAI and data
InterviewCoach
Role-specific interview questions and rubric-based feedback with session history.
Explore projectAI and data
CNN and Grad-CAM
Image classification with activation maps showing the evidence behind predictions.
Explore projectEvaluation and security
Content Policy Rater
Rubric-based content review with structured decisions and per-criterion reasoning.
Explore projectAI and data
Emotion Classification
A fine-tuned six-class emotion model with held-out evaluation.
Explore projectSoftware and infrastructure
Emotion Inference API
A model-serving API with request batching, metrics and health probes.
Explore projectAI and data
SupportCopilot
Catalog-grounded customer support with escalation rules and a seeded evaluation set.
Explore projectAI and data
CommercePipeline
A DuckDB analytics pipeline with staged data models and quality checks.
Explore projectRobotics
Robot Action Anomaly Dataset
Robot action evaluation data with held-out actions and injected faults.
Explore projectRobotics
VLA Deployment Console
An interactive deployment-budget explorer and runtime action supervisor.
Explore projectRobotics
VLA INT4 Benchmark
A comparison of low-bit and full-precision weights in an action sampler.
Explore projectEducation
Interactive AI Explainers
Browser-based explanations of AI methods with adjustable examples.
Explore projectAI and data
GeoSeg
Raster feature extraction for GIS workflows through a library, command line and QGIS tool.
Explore projectEvaluation and security
Coding Gym Audit
Six coding environments comparing ordinary graders with checks against invalid solutions.
Explore projectSoftware and infrastructure
Retrieval Deployment Toolkit
Composable document chunking, retrieval and generation with an API layer.
Explore projectSoftware and infrastructure
MLOps Training Pipeline
Training loops, experiment tracking, model evaluation and distributed configuration tools.
Explore projectRobotics
MuJoCo Locomotion Lab
PPO training from scratch with held-out evaluation of locomotion policies.
Explore projectEvaluation and security
Language Evaluation Toolkit
BLEU, ROUGE, translation review and annotation consistency checks.
Explore projectEducation
Neural Network from Scratch
A NumPy digit classifier with manually implemented forward and backward passes.
Explore projectAI and data
ParaPilot
Source-grounded legal information retrieval with scope checks and citations.
Explore projectCompute
Python Performance Toolkit
CPU profiling, latency benchmarks and memory tracking with optimization guidance.
Explore projectEvaluation and security
Pairwise Response Rater
Structured preference ratings with consistency and inter-rater agreement checks.
Explore projectEducation
SCORM Quality Validator
Learning-package validation with a structured defect report.
Explore projectEvaluation and security
Solidity Static Analyzer
Local source-code detectors with severity ratings and machine-readable findings.
Explore projectCompute
Sparse Matrix Kernel Study
Three Triton implementations compared on sparse matrix workloads.
Explore projectAI and data
Time-Series Anomaly Detection
LSTM forecasting with anomaly detection based on deviations from expected behavior.
Explore projectCompute
TPU Kernel Parity Lab
A Pallas masked-softmax kernel compared with JAX and XLA under stated test conditions.
Explore projectCompute
Triton Kernel Lab
Softmax, activation and matrix multiplication kernels with correctness and timing comparisons.
Explore projectEvaluation and security
UI Annotation Toolkit
Structured screenshot annotations for interface review and training data.
Explore projectSoftware and infrastructure
Operations Dashboard
An Angular incident dashboard with search, filters and validated editing.
Explore projectEngineering simulation
Circuit Analysis Lab
Hand calculations paired with SPICE simulations and numerical checks.
Explore projectSoftware and infrastructure
Subscription Billing API
A layered subscription billing backend using ASP.NET Core and SQLite.
Explore projectSoftware and infrastructure
Full-Stack TypeScript Platform
Project tracking through REST and GraphQL APIs with a React interface.
Explore projectSoftware and infrastructure
Go Inventory System
Inventory management through REST and GraphQL with SQLite persistence.
Explore projectEngineering simulation
Finite Element Toolkit
Structural, vibration and heat-transfer solvers checked against reference solutions.
Explore projectEngineering simulation
Semiconductor Device Modeling
MOSFET, junction and capacitor models checked against analytical limits.
Explore projectEngineering simulation
Pressure Vessel Calculations
Educational pressure-vessel calculations with a report of the calculation steps.
Explore projectEngineering simulation
Finite Element Problem Set
Ten mechanics problems compared through hand analysis and numerical solutions.
Explore projectEngineering simulation
Rotordynamics and Vibration
Shaft models, vibration analysis and critical-speed calculations with reference checks.
Explore projectEngineering simulation
Thermodynamics and Heat Transfer
Cycle, heat exchanger and conduction solvers with reference validation cases.
Explore projectEngineering simulation
Battery Management Toolkit
Battery models with state estimation, balancing and thermal simulation.
Explore projectEngineering simulation
Motor Drive Simulation
Electric machine models and field-oriented control with numerical validation.
Explore projectEngineering simulation
Power Converter Simulation
Switching converter models, control-loop design and thermal calculations.
Explore projectEngineering simulation
Power Systems Toolkit
Load-flow, fault, dispatch and stability calculations with renewable-energy models.
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