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Peleke/README.md

Peleke Sengstacke

Writer who codes. Engineer who writes.

Building AI systems that don't sound like AI.

Portfolio · LinkedIn · peleke@pm.me


The Short Version

I've spent a decade teaching people to code and half of one writing about it. Now I build AI systems at the intersection of language, identity, and production reliability.

The thesis: Most AI tools make you sound like everyone else. I build the ones that don't.


What I'm Shipping

LinWheelBe seen. Be heard. Be elsewhere.

LinkedIn content tool built by a writer, not just an engineer. Multi-agent orchestration that turns what you're already consuming into posts that sound like you. Voice profiles. AI images. Direct publishing. The whole pipeline.

Currently pre-launch. Demo Jan 14.


Other Projects

Project The Gist
Interlinear AI language tutor that knows the difference between a typo and not understanding the grammar
MindMirror Personal knowledge engine. RAG without shipping your brain to OpenAI
LangLine Mobile AI with memory that compounds. Context that doesn't evaporate

Background

Princeton CSAWS Solutions ArchitectPrincipal Engineer @ edX/2U ($80MM+ ARR platform)

First full-time Curriculum Engineer at Trilogy Education (→ $750M exit). Scotch.io top 15 globally. Taught more people to code than I can count.

Currently: AI Systems Fellow @ Overclock Accelerator · Partner @ Endstation LLC


Technical

Retrieval       Hybrid search, chunking, Qdrant, pgvector
Agents          Multi-agent orchestration, LangGraph, structured outputs, MCP
Production      FastAPI, Redis, event pipelines, eval harnesses
Cloud           AWS, GCP, Terraform, Kubernetes

The infrastructure you're going to need—I've already built it.

Pinned Loading

  1. interlinear interlinear Public

    AI-enabled foreign language reading, listening, and review aid.

    TypeScript

  2. MindMirror MindMirror Public

    RAG for gratitude and mood journals.

    Python

  3. latin-analyzer latin-analyzer Public

    CLTK-based microservice for morphosyntactic analysis of Latin vocabulary.

    Python

  4. Peleke Peleke Public

    AI Engineer | RAG, Agent Systems, Production Inference

  5. grymoire grymoire Public

    MDX

  6. linwheel linwheel Public

    Fan-out skeletons for LinkedIn posts.

    TypeScript