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lonlydwolf/README.md

Ahmad Mollaei

I build tools I wish existed.

Website LinkedIn GitHub Location

Current work   ·   Learning projects   ·   Tools


CS graduate who fell in love with programming in high school and took a long winding road back — through freight startups, automotive diagnostics, and everything in between. Education and diabetes care are causes that are deeply personal to me.

My focus is product-minded software engineering: building useful tools while deepening my backend and systems foundations, with a long-term direction in applied AI and intelligent applications.

Open to software engineering roles, especially backend-focused work.


🎓 Current work

Status: personal-use beta

Seven AI skills I use for coursework, with separate roles for course planning, teaching, assessment, research, and build review. Course records preserve plans, assignments, and results across sessions.

Faculty role overview: Advisor plans, Teacher guides practice, Tutor assesses, and Editor reviews builds. They share course records; setup, research and exploration support the course.

Faculty grew out of my experiments with GeminiSensei: I shifted from building a standalone tutoring app toward designing the learning workflow I actually use. The repository documents its workflow checks and limitations.


🧪 Selected learning projects

These projects are complete and archived. Their code, checks, and retrospectives preserve what I built and learned.

Desktop application · AI tutoring

An AI tutoring desktop experiment spanning Tauri, React, and a Python/FastAPI sidecar. Connecting the frontend and backend, managing persistence, and evaluating the full learning workflow shaped my next approach.

Engineering case study

Python · C++ · C#

Handwritten neural networks with seeded demos and focused regression checks. A compact exercise in forward propagation, backpropagation, and numerical validation.

Technical retrospective

MCP · Semantic memory

A Python MCP and semantic-memory prototype for recording configuration decisions. It taught me to define tools around recurring needs and compare their maintenance cost with a simpler workflow.

Case study

LoRA · Model adaptation

A notebook exploring LoRA and 4-bit model adaptation for code generation. Published artifacts, with methodology and reproducibility limits documented; no demonstrated improvement over the base model.

Technical retrospective


🛠 Tools I've worked with

Languages

Python C++ C# TypeScript Bash

Applications and tooling

FastAPI React Tauri FastMCP Git GitHub Actions

AI experiments

PyTorch Hugging Face Transformers LangGraph


📬 contact@ahmadmollaei.dev

Pinned Loading

  1. skills skills Public

    Skills I built because I wished they existed.

  2. CodeT5p-220m-Finetuned-For-Code-Generation CodeT5p-220m-Finetuned-For-Code-Generation Public archive

    Fine-tuned CodeT5+ 220M for code generation tasks

    Jupyter Notebook 1

  3. GeminiSensei GeminiSensei Public archive

    AI tutoring desktop app — Tauri 2.0 + React + Python FastAPI

    Python 1

  4. dotfiles-maintainer dotfiles-maintainer Public archive

    MCP server for semantic dotfiles management using FastMCP, mem0, and Qdrant

    Python 1

  5. XOR-First-Principles-Network XOR-First-Principles-Network Public archive

    Neural network built from scratch — no frameworks

    1