New · Web appLive
HireLine
Paste any job link and get the manager and recruiter titles most likely to own the role, the company's email format read from its own website, and a short drafted note to send from your own inbox. Reads Greenhouse, Lever, Workday and SmartRecruiters postings through their public APIs, blocks server-side requests to private networks, and needs no account or paid data.
Next.js 16TypeScriptTailwind CSSVercel
New · Agent toolingOpen source
career-agent
An open-source job-search toolkit for new grads. It sweeps employers' own job boards and the SimplifyJobs lists, reads every posting, and screens it against each user's graduation date, visa status, experience and skills, quoting the sentence that decided it. Claude Code skills then tailor an evidence-backed resume, with a fact-checker that blocks any claim the user's evidence cannot back.
PythonClaude CodeJob-board APIsEligibility screening
ReproAgent
An agent that reads a paper alongside its public repository and returns an evidence-backed verdict on whether the reported result reproduces. A BLOCKED verdict names the missing artifact rather than failing vaguely, because knowing which claim cannot be checked is the useful output. 20 unit tests, 8 schema-validated outputs, CI.
agent-tab
Cost accounting across three AI coding agents. Claude Code, Codex CLI and Gemini CLI each write a different undocumented session-log format; agent-tab reads all three and renders the day's spend above the shell prompt. No daemon, no database; one cached price fetch you can turn off. TypeScript, tests, CI.
Mizzou Guardian AI
A multi-agent RAG platform, deployed and publicly reachable. Fuses 20,000+ incident records with 2,500+ infrastructure points and returns 0-100 scores that expose the weighted factors behind them, so a user can contest a result instead of being asked to trust it. 36-endpoint FastAPI service on PostgreSQL and PostGIS.
GraphNet-Sentry
Hybrid ResNet-50 and graph neural network for network intrusion detection over a tabular-to-image transform, reaching 99.9% on CICIoT-2023. Then held out entire datasets rather than rows, validating across UNSW-NB15 and TON-IoT to test whether it generalises or only memorises.
DisorderNet
Residue-level classifier predicting intrinsically disordered protein regions from sequence. Hybrid CNN, Transformer and BiLSTM over optional ESM-2 embeddings, split at the protein level rather than the residue level so no sequence appears on both sides. The naive split scores far better and means nothing.
Seat reservation engine
Implemented both concurrency-control strategies rather than picking one, then characterised when each wins: optimistic locking on a version column against distributed Redis locks. Load-tested to 10,000+ concurrent requests with zero double-booking, database reads cut 60%.
Distributed analytics on Spark and Ray
49,191 respondents across 172 variables through a five-stage pipeline, raw CSV to Parquet to feature engineering to Spark SQL, with a Ray-orchestrated Random Forest reaching 0.837 ROC-AUC on the cohort it was built to isolate.
ModelMigrate
Migrates tabular models to Microsoft Fabric semantic models while preserving business-facing names, using a reversible identifier transform plus a change log, and propagating data types across the relationship graph to catch mismatches before they reach the target. FastAPI and React.