Network-Powered Job Discovery
A network-powered job-discovery engine for junior tech professionals — surfaces junior roles and shows community members' warm paths into the hiring organizations.
Problem
Juniors are filtered out of cold applications; the roles that actually convert come through warm intros they can't see.
Solution
Aggregate junior roles and map each to community members who can provide a warm introduction — turning a cold job board into a navigable relationship graph.
Results
- Junior-role aggregation
- Warm-path intro graph
- LinkedIn enrichment pipeline
Aggregates junior openings and maps each one to community members who can offer a warm path in — turning a cold job board into a relationship graph. A FastAPI and Celery backend enriches roles and companies through BrightData datasets and Apify profile scraping, with WhatsApp outreach via WAHA.
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A free 15-minute intro call. No pitch deck, no pressure — just whether I can help.
Next opening: June 2026
Selected work
- AI Operations PlatformProduction AI platform — WhatsApp AI assistant with RAG, commerce infrastructure, content pipelines, LLM evaluation, custom MCP servers.B2B
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- OrchestKitOpen-source agent framework for Claude Code — 111 skills, 37 agents, 211 hooks.Open Source
- SkillForge3-tier multi-agent platform (20+ agents) that transforms URLs into implementation-ready artifacts for AI coding assistants.Private
- Voice-to-Chart Clinical AIAI sidecar for veterinary clinics — transcribes Hebrew visit audio, extracts structured medical findings, generates copy-paste-ready chart text, and WhatsApps a summary to the pet owner.B2B
- Real-Estate Connector CRMA personal CRM for a cross-border real-estate connector — a unified WhatsApp and email inbox where AI drafts replies for human approval, with voice transcription, three-language translation, AI summaries, semantic search, and a deal pipeline.B2B
- Multilingual Document IntelligenceAn AI document platform — on-demand Portuguese→English/Hebrew translation, multilingual semantic search, and RAG-powered Q&A over property documents, with an adaptive UI that picks one of five panel layouts based on context.Internal
- Journalistic Accuracy ScoringA pipeline that tracks and scores journalistic reliability, running a LangGraph LLM stack with tiered evaluation — mocked LLMs for fast CI, real cloud models on a nightly cadence.Internal