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MrAshki/README.md

Hi, I'm Ashki

I build applied AI systems and full-stack products with a focus on grounded retrieval, reliable automation, and practical user workflows.

Right now, I am exploring multilingual RAG, document intelligence, AI-assisted education, and local-first agent tooling. I care about evaluation, traceable outputs, and turning prototypes into software people can actually use.

Selected work

Project What it demonstrates
Document Assistant An evidence-first multilingual RAG workspace with hybrid retrieval, citations, evaluation, and document intelligence tools.
QuestLine A Persian-first coaching operations platform built with Next.js, NestJS, Prisma, and PostgreSQL.
AI Exam Platform A class-centric assessment system with teacher-controlled AI grading, review, and result publication.
Resume Intake Agent A LangGraph and Ollama workflow for resume extraction, screening, interview scheduling, and approval-gated communication.
Mission Control OS A local-first dashboard plugin for Hermes Agent with runtime visibility, approvals, conversation tools, and voice hooks.

Working principles

  • Ground AI outputs in inspectable evidence.
  • Prefer small, testable changes over opaque demos.
  • Keep human review in consequential automation loops.
  • Design Persian and RTL experiences as first-class product surfaces.

Core tools

Python · TypeScript · FastAPI · Next.js · NestJS · PostgreSQL · Qdrant · LangGraph · Docker

If you are working on document intelligence, applied AI, or developer tooling, feel free to open a discussion or issue in the relevant repository.

Pinned Loading

  1. exam_product exam_product Public

    Class-centric AI-assisted exam platform with teacher-controlled grading, review, and publication workflows.

    Python 3

  2. mission-control-os mission-control-os Public

    Mission Control OS dashboard plugin for Hermes Agent

    Python 1 2

  3. Questline_Product Questline_Product Public

    Persian-first, mobile-first coaching operations platform built with Next.js, NestJS, Prisma, and PostgreSQL.

    TypeScript 1

  4. rag-system rag-system Public

    Evidence-first multilingual RAG workspace with hybrid retrieval, citations, evaluation, and document intelligence tools.

    Python

  5. resume_bot resume_bot Public

    Resume intake agent: extracts candidate profiles from PDFs via Ollama, screens fit, schedules interviews on Google Calendar, and emails invites

    Python