Movatterモバイル変換


[0]ホーム

URL:


Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Sign up
Appearance settings
@Muhammad-Sheraz-ds
Muhammad-Sheraz-ds
Follow
View Muhammad-Sheraz-ds's full-sized avatar
🎯
Focusing

Muhammad Sheraz Muhammad-Sheraz-ds

🎯
Focusing

Block or report Muhammad-Sheraz-ds

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more aboutblocking 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 supported. This note will be visible to only you.
Report abuse

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

Report abuse

A dedicatedPython Developer andData Scientist with a strong foundation in programming, machine learning, and data analysis. I specialize in leveraging cutting-edge tools and frameworks to deliver innovative solutions that make an impact.

🌱 Projects

  • Built adata-driven platform to query, filter, and summarize startup data from over6,000 companies listed on Y Combinator.
  • Scraped and processed data usingScrapy, organizing it into aSQLite database for efficient querying.
  • IntegratedSQL Agent to enable natural language queries, providing advanced search and insights capabilities.
  • Designed a user-friendly frontend usingStreamlit for seamless interaction, powered by aFastAPI backend for scalable data operations.
  • DevelopedCNNs and implemented transfer learning on different architecture likeResnet50 andVGG16.
  • Handled imbalanced datasets bydata augmentation andclass weight technique.
  • Developed a real-time emotion detection system for both images and live video streams usingOpenCV.
  • Created an intuitive frontend withHTML, CSS, and JavaScript, and deployed the application onDocker for scalable use.
  • Built an NLP-based model to evaluate semantic similarity between question pairs usingtokenization, stemming, and other advanced preprocessing techniques.
  • Delivered aStreamlit-powered user interface, ensuring ease of use and scalability, with deployment viaDocker.
  • Developed a deep learning model using aCNN ,Enabled real-time recognition of sign language gestures, bridging communication gaps for individuals who use sign language.
  • Built a backend usingFlask and a responsive frontend usingHTML,CSS,JavaScript, andBootstrap for real-time gesture recognition.
  • Developed an AI-driven system forreal estate price prediction, optimizing property profits with machine learning models.
  • Applied data preprocessing, feature engineering, and visualization to enhance model performance and insights.
  • Integrated a user-centric interface usingFastAPI andStreamlit, offering streamlined workflows for users.
  • Built a comprehensive solution forinsurance claims prediction by conducting data preprocessing, exploratory data analysis, and model optimization.
  • Deployed the application onStreamlit Community Cloud, ensuring seamless access and scalability.signed an accessible interface usingStreamlit and deployed the project viaDocker Hub.

📚 Education

  • BS Data Science:
  • Punjab University College of Information and Technology, Lahore

📫 Get in Touch


sheraz.ds.pucit@gmail.com | Email@MuhammadSheraz | TwitterMuhammad Sheraz | LinkedInMuhammad Sheraz | LeetCodeMuhammad Sheraz | PortfolioMuhammad Sheraz | FiverrMuhammad Sheraz | Upwork

💻 Tech Stack:

PythonGoogle CloudAnacondaMySQLPostgreSQLMongoDBFastAPIFlaskReactTailwind CSSHTML5CSS3KerasNumPyPandasMatplotlibSeabornPlotlyPyTorchscikit-learnSciPyTensorFlowHugging FaceLangChainDockerOpenCVStreamlit

📊 GitHub Stats:



🏆 GitHub Trophies

✍️ Random Dev Quote

🔝 Top Contributed Repo


Popular repositoriesLoading

  1. 100Days-of-Machine-Learning100Days-of-Machine-LearningPublic

    Embark on a transformative "100 Days of Machine Learning" journey. This curated repository guides enthusiasts through a hands-on approach, covering fundamental ML concepts, algorithms, and applicat…

    Jupyter Notebook 4 4

  2. Predicting-Insurance-ClaimPredicting-Insurance-ClaimPublic

    In this comprehensive machine learning project, I executed the entire machine learning life cycle. Designed a streamlined and visually appealing interface using Streamlit. Ensuring a user-friendly …

    Jupyter Notebook 4 1

  3. Machine-Learning-Algorithims-From-Scratch-Using-PythonMachine-Learning-Algorithims-From-Scratch-Using-PythonPublic

    Welcome to the Machine Learning Algorithms From Scratch Using Python repository! This repository, owned by Muhammad Sheraz, is your comprehensive guide to understanding and implementing machine lea…

    2

  4. ML-Projects-as-BeginnerML-Projects-as-BeginnerPublic

    In this repository i have done some beginner level projects for practice because practice makes a man perfect

    Jupyter Notebook 1

  5. LeetCode100ProblemsLeetCode100ProblemsPublic

    This repository features solutions to coding challenges, covering arrays, lists, stacks, queues, linked lists, trees, graphs, searching algorithms, dynamic programming, and hashing. Aimed at enhanc…

    Python 1

  6. Muhammad-Sheraz-dsMuhammad-Sheraz-dsPublic

    My Portfolio

    1


[8]ページ先頭

©2009-2025 Movatter.jp