01 / Product engineeringDemo-ready MVP
ClearStep
A document assistant that turns dense notices into clear summaries, cited facts, and actionable checklists.
A few ideas.
A lot of engineering.
Applications, research, testing, and the lessons in between.
Find something relevant to your team—or just follow your curiosity.
10 projects shown
TARGETED REPAIR / ILLUSTRATIONFictional sample. Read the recorded report for the real run and its framing limitation.
Fix the claim. Keep the context.
“Two-year warranty” → “Three-year warranty”
Source / README fixture: three years in the FAQ.
02 / AI reliabilityRecorded prototype
ClaimGuard
A verification pipeline that checks generated articles against sources, repairs only failing sentences, and leaves an inspectable audit trail.
REPORT WORKFLOW / ILLUSTRATION
Two inputs. One useful result.
- PARALLEL INPUTSRead customers + read orders
- WAIT FOR BOTHValidate & aggregate
- ONLY ON SUCCESSWrite Markdown report
The repository records five fixture orders totaling $485.00. Invalid input blocks the report. This diagram is not a live run.
03 / Backend & workflow systemsTested implementation
ForgeQueue
A Go job queue and workflow engine with durable dispatch, recoverable workers, and an operations console that makes execution inspectable.
04 / Quality engineeringDocumented QA execution
Before checkout ships
Risk-based manual and API testing that turned reproducible defects into a clear no-go release recommendation.
05 / Security & operationsEducational security project
CipherRelay
Educational encrypted chat and file sharing, packaged with reproducible deployment and operational tooling.
06 / Brain–computer interfacesAcademic prototype
Mindplay
A team-built brain–computer interface prototype combining motor-imagery EEG, intentional blinks, and head motion into hands-free game controls.
07 / Distributed systemsLocally validated
CloudCrew
A distributed task platform where independent workers claim durable jobs, run agents, and persist results.
08 / Test automationTesting portfolio
Across the browsers
A testing portfolio that connects exploratory findings, browser coverage, and Playwright evidence to release decisions.
09 / AI researchResearch prototype
EDiME
An explainable diffusion research pipeline exploring why synthetic medical images succeed or fail.
010 / Applied AILocal application
Ask the documents
A local document Q&A pipeline combining semantic retrieval with an Ollama language model.
THE REST OF THE NOTEBOOK
More experiments.
Smaller builds, coursework, and ideas in progress.
Explore the repositories for their current scope.
01Graph algorithm benchmarkAlgorithms02Chess AI / minimaxAlgorithms03Program equivalence checkerAlgorithms04Genetic test-case generatorTesting05Word ladder adventureAlgorithms06PixelCNN image inpaintingAI / ML07Shakespeare LSTMAI / ML08Sign-language digits classifierAI / ML09Cross-lingual fake news detectorAI / ML10Freight rate predictionAI / ML11OddJobsFull stack12POS system re-engineeringSoftware13Multi-agent systemAI / ML14Todo app / GitHub workflowsFull stack15End-to-end chat appSecurity