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ik-awais/README.md

Roles AI GenMat

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"The measure of intelligence is the ability to change." ~ Albert Einstein

A bit about me

I'm an AI engineer based in Islamabad, currently running AI GenMat as Managing Director while finishing my BS in Artificial Intelligence at FAST-NUCES Peshawar (2025 to 2029). Most of my work sits in agentic AI, RAG pipelines, NLP, and computer vision, basically anything where an LLM needs to actually do something useful instead of just chat.

name:       Muhammad Awais
role:       AI Engineer, Managing Director @ AI GenMat
location:   Islamabad, Pakistan
education:  BS Artificial Intelligence, FAST-NUCES Peshawar (2025-2029)
contact:    m.awais@aigenmat.com | mawaisqq@gmail.com

focus:
  - Agentic AI and multi-agent systems
  - LLM fine-tuning and RAG pipelines
  - NLP and computer vision
  - GenAI & Automation

languages:
  - Python
  - C++
  - C
  - Bash

open to:
  - High impact AI collaborations
  - Freelance AI systems and infrastructure work
  - Research oriented AI engineering
  - Agentic AI consulting

portfolio:  https://ik-awais.github.io

Language stats

Duolingo Stats — MUHAMMADAW597351



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Tools I actually use


     



     



     






 





Projects worth a look

A full stack AI research engine. It pulls from multiple search providers (Tavily, Brave, Firecrawl), runs RAG over your own documents with pgvector, and streams cited answers back through a Next.js frontend. JWT auth included, everything runs in Docker Compose.

FastAPI PostgreSQL Next.js Docker NVIDIA TypeScript

Source

A RAG study assistant built for actual coursework. Upload PDFs, DOCX, or PPTX lecture slides, ask questions in plain English, and get back answers with the exact page cited. Indexing runs on a non blocking thread pool, files get deduped by SHA-256, and chat history is session aware.

Flask ChromaDB SQLite FTS5 NVIDIA HuggingFace

Source

An AI companion that picks up on mood. It uses VADER for real time emotion detection, drives a Three.js orb that morphs as your mood shifts, and adjusts its tone for PK, IN, AE, US, and GB users. Memory persists in SQLite, and it can switch between Gemini 1.5 Pro and NVIDIA NIM depending on the request.

Flask Three.js SQLite Gemini NVIDIA VADER

Source

A desktop toolkit for everything file related. Convert, split, merge, protect, and watermark PDFs, DOCX, XLSX, PPTX, CSV, images, audio, and video, all from one app. There's a built in Gemini assistant for asking questions about your documents and an NVIDIA powered image upscaler. No cloud needed.

Python Gemini NVIDIA Gradio Desktop

Source

GitHub stats

Contribution graph

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  1. Python_Projects Python_Projects Public

    Muhammad Awais | Python projects repository covering beginner to advanced. Includes AI/ML, Computer Vision, NLP, LLM, RAG pipelines, and Agentic AI projects. Practice, real-world, and test projects…

    Python

  2. Octagon Octagon Public

    ⬡ Octagon | A collaborative learning space of 8 AI students at FAST NUCES. Sprints, pull requests, code reviews, and real-world workflows from day one.

    C++ 5

  3. ai-research-agent ai-research-agent Public

    Forked from zainaliqureshi174/ai-research-agent

    An AI Powered Agent that Takes a Topic Research on it and Generates the Summaries on those topics out of the Gathered content from the Internet.

    Python

  4. C_Cpp_Practice C_Cpp_Practice Public

    Muhammad Awais | C and C++ projects repository from beginner to advanced. Includes DSA, OOP, system programming, algorithms, and competitive programming. Practice, academic, and real projects by a …

    C++

  5. ik-awais.github.io ik-awais.github.io Public

    Muhammad Awais | AI Engineer & BS Artificial Intelligence student at FAST-NUCES Peshawar. Personal portfolio & blog built with Hugo, custom CSS, GitHub Actions CI/CD. Features AI projects (RAG, LLM…

    CSS 1

  6. ik-awais ik-awais Public

    Muhammad Awais | AI Engineer & Managing Director @ AI GenMat. BS Artificial Intelligence student at FAST-NUCES Peshawar. Specializing in Agentic AI, LLM Fine-tuning, RAG Pipelines, NLP, Computer Vi…