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@sktime@aiondemand@gc-os-ai@terra-AI4Good

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geetu040/README.md

⚡ Overview

Github Stats

Hi 👋

I am Armaghan,
Software Engineer from NUST.

Currently working in sktime,
bringing foundation models to the ecosystem,
with better fine-tuning and cloud-native workflows.

My interests lie in
Deep Learning and MLOps, focused
on Time-Series, Large Language Models,
and AI Agents.


🛠️ Tech Stack


🚀 Work & Contributions

📄 Publications

  • [ ArXiv, 2026 ] DocDjinn: Synthetic Document Generation with VLMs and Diffusion ( Paper )
  • [ IJDAR, 2025 ] SlimDoc: Lightweight Distillation of Document Transformer Models ( Paper )
  • [ ArXiv, 2024 ] Leveraging distillation for document understanding with Flan-T5 ( Paper )

🌍 Open Source

🤖 Model Implementations

  • [ huggingface/transformers ] DeepSeek-VL by DeepSeekAI ( PR . Docs . Paper . Models )
  • [ huggingface/transformers ] MiniMax-Text-01 by MiniMaxAI ( PR . Docs . Paper . Models )
  • [ huggingface/transformers ] DepthPro by Apple ( PR . Docs . Paper . Models )
  • [ sktime/sktime ] TinyTimeMixer by Granite ( PR . Docs . Paper )
  • [ sktime/sktime ] TimesFM by Google ( PR . Docs . Paper )
  • [ sktime/sktime ] MVTSTransformerClassifier by IBM ( PR . Docs . Paper )
  • [ sktime/sktime ] LTSFTransformerForecaster by CureLab ( PR . Docs . Paper )

🧩 Fixes & Enhancements

  • [ openml/openml-python ] V1 → V2 API Migration - Core Structure ( PR )
  • [ huggingface/transformers ] Expose SamVisionModel ( PR )
  • [ huggingface/transformers ] Fix/Refactor Sam ( PR )
  • [ sktime/sktime ] PEFT methods in HFTransformersForecaster ( PR )
  • [ qdrant/qdrant-client ] GRPC Channel-Level Compression ( PR )
  • [ qdrant/fastembed ] Support MiniLM-L12-v2 ( PR )

📦 Projects

  • [ geetu040/Google-Summer-of-Code-2024-Sktime ] Sktime + DL backends (PyTorch, HF, PEFT) ( Code )
  • [ geetu040/depthpro-beyond-depth ] DepthPro extended to Segmentation & Super-Resolution ( Code )
  • [ geetu040/pixa ] Kubernetes-based microservices gallery ( Code )
More Projects
ProjectDescription
Pixa AKSPixa is our cloud computing project. A gallery web app that involves orchestrating communication among various microservices, deploying them onto Github Container Registry and Azure Kubernetes Service, and ultimately automating the deployment workflow using Github Actions.
Cloud Computing - Azure - Kubernetes
Article on the Project Architechture - Project Code
PymodelsSeries of Data Science projects, where I have created Computer Vision, NLP models and Recommender Systems from scratch
Data Science - Pytorch - Tensorflow - Scikit-Learn
Project Demo - Project Code - Project APIs on Huggingface - Amazon Reviews - Movie Reviews
LLM BlindspotsEvaluate Qwen3.5‑0.8B‑Base on FuseChat‑Mixture using a lightweight pipeline to generate responses, measure semantic similarity, compare sources, and identify blind spots.
Large Language Models - Transformers
Dataset - Code
Visual DSAA Visual Implementation of Data Structures and Algorithms including Trees, Graph and Sorting Algorithms created in React.
DSA - React.js
Project Demo - Project Code
FM Connect.AIEnables document uploads and chatbot interaction. It integrates multiple databases, APIs, and is hosted on Google Cloud Platform, using technologies like Flask, Google Cloud, and Pinecone.
Cloud Computing - Aritificial Intelligence - GCP
More on Fiverr
NUST Bank ChatbotLLM-based customer support chatbot for a fictional bank, built as part of our LLM project at NUST. Uses RAG, small open-source models, and supports real-time document updates and local inference.
LLMs - RAG - Chatbot
Project Code
Book Recommendation - Graph Embeddings - DeepWalkUsing Graph Embeddings and DeepWalk algorithm to find similar books applying collaborative filtering
Data Science - DSA
Code
Covid Data AnalysisI visualized and analyzed different graphs on Covid Data using advanced libraries for EDA in python
Exploratory Data Analysis
Code 1 - Code 2 - Code 3 - EDA Ecommerce Consumer Behaviour
Intelli SnakeThe snakes uses Convolution Network based custom trained Deep Learning model to avoid obstacles (walls, blocks and its body) to find the shortest path to food.
Data Science - Tensorflow
Project Code - Project Demo - Huggingface Model
Audio Transcribing and DiarizeUsing whisper and pyannote to transcribe and diarize youtube videos
Aritificial Intelligence
Code - More on Fiver
UniFinderA college finder web app using Cloud Computing and Continuous Integration. Automating Deployment of Python, PHP, Node js and React app on Azure App Services and Functions.
Cloud Computing - Azure
Project Code - Article on Azure MySQL
Data Structures and AlgorithmsDSA implementation in Python, C++, Java and Javascript
DSA
Code
Text2VideoUsing state of art models for text to video generation, developing custom API and hosting on Paperspace GPU
Cloud Computing - Artificial Intelligence
More on Fiverr
PricegramE-commerce products EDA, clustering, recommender and search engine
Data Science
Dataset - Search Engine - Search Engine using Qdrant - Search Engine Interface
Portfolio WebsiteWebsite developed for portfolio projects
Web Development - Next.js
Code - Demo
Forest Fire MitigationAs a part of my lab project, I researched on the methods and state of art techniques in the domain of mitigating forest fires
Research
Report
EEG Pathology DetectionApplied the techniques of Convolution and Recurrent Networks in implementing research based solutions for pathology detection in EEG time-series data
Data Science - Pytorch
Reference Code
Quora Search Engine Using QdrantExample of creating a search engine in no time Artificial Intelligence
Code - Article
Assembly CodeSimple code pieces during my practise for coding in assembly
Assembly
Code
News AppUses an API to get news of different categories and shows in a descent User Interface.
Web Development - React.js
Project Code - Project Demo
Text UtilsA simple utility for text where you can capitalize, count etc.
Web Development - React.js
Project Code - Project Demo
Todo AppA simple todo application
Web Development - React.js
Project Code - Project Demo
Static HTML PagesI have hosted my simple apps based on static web pages that use only HTML, CSS, JavaScript, Bootstrap, JQuery or built from React and Next js projects. These include simple games and clones.
Web Development
Code - Demo
Find Closest CityLaravel implementation of a website that uses map service to find cities closest to the selection
Web Development - Laravel
Code
Web CrawlerPHP implementation of a basic web crawler
Web Development - PHP
Code
Deep Learning CoursesMy practice code while completing the courses on coursera
Data Science
Code
PacmanPacman game implemented using tkinter in python
Tkinter
Code

Pinned Loading

  1. sktime/sktimesktime/sktimePublic

    A unified framework for machine learning with time series

    Python 9.9k 2.3k

  2. Google-Summer-of-Code-2024-SktimeGoogle-Summer-of-Code-2024-SktimePublic

    Final Submission for Google Summer of Code, 2024 @sktime

    Jupyter Notebook 4 1

  3. depthpro-beyond-depthdepthpro-beyond-depthPublic

    Depth Estimation model, DepthPro by Apple, trained for Image Segmentation and Image Super Resolution.

    Jupyter Notebook 16 1

  4. marcel-lamott/SlimDocmarcel-lamott/SlimDocPublic

    Official implementation for "SlimDoc: Lightweight Distillation of Document Transformer Models," published in the International Journal on Document Analysis and Recognition (IJDAR), 2025

    Python 6

  5. pixapixaPublic

    Pixa is our cloud computing project. A gallery web app that involves orchestrating communication among various microservices, deploying them onto Github Container Registry and Azure Kubernetes Serv…

    JavaScript 1

  6. visual-dsavisual-dsaPublic

    A Visual Implementation of Data Structures and Algorithms

    JavaScript