trevornk/ramblr
Improved AI cleanup reliability in a shipped Android dictation app by learning provider model capabilities from real requests, with bounded retries and cost-conscious caching.
AILLM IntegrationAndroidKotlinReliability
95 9
Knowledge Graph Showcase
Every project I build shares its parts with the next one.
9 open-source projects , connected across shared tools, runtime architectures, and systems skills. Amber nodes are projects; blue nodes are the underlying technical capabilities.
Interactive Portfolio
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All Projects (9)
Semantic Diff
Projectalankyshum/semantic-diff
AI-powered Rust CLI that semantically groups git diffs. Uses Claude and GitHub Copilot to review changes within a fast ratatui terminal UI.
RustCLIAIDeveloper ToolsTUI
1 0
Break.Down.Timer
Projectalankyshum/BDT
Flutter interval/countdown timer with configurable intermediate notifications; an open-source landscape and tablet contribution.
DartFlutterMobileOpen Source
0 0
Media Guard
Projectalankyshum/media-guard
Media Guard materializes local attachments into private, permission-restricted staging, emits a bounded manifest, and preprocesses PDFs, images, audio, video, and archives.
TypeScriptPythonopencodeClaude CodeffmpegOCR
0 0
Open LLM Proxy
Projectalankyshum/open-llm-proxy
open-llm-proxy is a LiteLLM-based Router proxy with an open-llm-proxy CLI for serving, setup, configuration, model discovery, and the Admin UI.
TypeScriptLLMCloudflareRouting
0 0
Wanderlog CLI
Projectalankyshum/wanderlog-cli
wlog manages Wanderlog trips, sections, and places, generates ICS calendars, and controls calendar subscriptions through a Worker admin API.
TypeScriptCLITravelopencode
0 0
Professional Work (6)
Public-safe summaries of professional capabilities and outcomes.
Agora Community OS
WorkA WhatsApp-first community operating system for events, with agentic tools that safely read from and write to the authoritative Google Sheets workbook.
TypeScriptCloudflare WorkersAI AgentsGoogle SheetsWhatsAppVercel AI SDK
Stats unavailable
Built with teams across LinkedIn Sales Navigator and LinkedIn Marketing Solutions, this AI product turns a conversational campaign brief into a reviewable draft campaign.
Agentic AILangGraphConversational UICampaign ManagementCross-Team Product
Stats unavailable
Built an asynchronous Sales Navigator lead-finding system with Temporal-backed durable execution, enqueue-time preference snapshots, structured human feedback, lead re-evaluation, and realtime reasoning updates.
Agentic AITemporalLangGraphRealtime SystemsHuman-in-the-Loop
Stats unavailable
Shipped a Phoenix-based evaluation framework in three days, giving engineers self-hosted inspection of model output, reasoning steps and tool-call traces — no external cloud hosting, so internal iteration stayed fast.
AI EvalsDeveloper ToolingPythonLLM Integration
Stats unavailable
Owned the frontend for the first LLM-powered product shipped in LinkedIn Sales Navigator. Built UI that renders probabilistic model output reliably and integrates with a Temporal-backed offline generation pipeline.
TypeScriptLLM IntegrationTemporalEmber.js
Stats unavailable
Led a hand-written TypeScript migration predating AI coding tools, establishing patterns, training and knowledge transfer across the team. The resulting type layer now serves as an ontology guardrail for AI-generated code across a 100-engineer organization.
TypeScriptDeveloper Tooling
Stats unavailable