Skip to content
View mstfyvshzde's full-sized avatar
2 followers · 2 following

Block or report mstfyvshzde

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
mstfyvshzde/README.md

Hi, I'm Shahzada Mustafayev 👋

AI/ML engineer and computer science student focused on building reliable language model systems, local AI assistants, and research-driven machine learning projects.

About Me

  • 🔬 Researching selective question answering, confidence calibration, and reliable abstention
  • 🤖 Building local-first AI assistants and practical LLM applications
  • 🧠 Interested in trustworthy AI, NLP, deep learning, and model evaluation
  • 🛠️ Turning research ideas into reproducible experiments and working systems

Featured Work

Knowing When Not to Answer

A modular research framework for reliable selective question answering through confidence calibration, evidence verification, and abstention policies.

Shahzada AI

A local-first personal AI assistant designed around privacy, memory, and modular intelligence.

Mini Language Model Projects

Experiments involving tokenisation, transformer architecture, fine-tuning, retrieval-augmented generation, and local inference.

Technical Focus

Python · PyTorch · Transformers · Machine Learning · Deep Learning · Natural Language Processing · LLMs · RAG · FastAPI · Git

Current Direction

I am currently focused on improving the reliability of AI systems and developing research projects that combine strong experimentation, clear evaluation, and practical implementation.

Connect

Pinned Loading

  1. baku-estate-price-prediction baku-estate-price-prediction Public

    Machine learning pipeline for predicting house prices in Baku.

    Python

  2. career-path-ai career-path-ai Public

    AI-based career recommendation system using student profile features.

    Python

  3. adaptive-ai-tutor-research-lab adaptive-ai-tutor-research-lab Public

    Research-style AI tutor using knowledge tracing, recommender systems, and reinforcement learning.

    Python

  4. Knowing-When-Not-to-Answer Knowing-When-Not-to-Answer Public

    A modular research framework for reliable selective question answering through confidence calibration, evidence verification, and abstention policies.

    Python