MUHAMMAD AYAZ

+92-301-******* adz96r@r.postjobfree.com www.linkedin.com/in/muhammad-ayaz-31b73b1a3/ Islamabad, Pakistan https://github.com/AyazYousafxai PROFESSIONAL SUMMARY

Highly skilled AI Engineer with over 4 years of experience specializing in Python, Django, Deep Learning, NLP, PyTorch, FastAPI, PostgreSQL, and Data Science. Proficient in designing and implementing cutting-edge AI solutions to solve complex business challenges. Strong expertise in developing scalable and efficient applications, utilizing machine learning algorithms, and leveraging data science techniques to derive actionable insights. PROFESSIONAL EXPERIENCE (4+ Years)

Mobiz Inc., Karachi, Pakistan Dec 2022 – Present

Python AI Engineer

● Gathered different types of user questions related to Azure infrastructure.

● Collaborated with cross-functional teams to design and develop robust Django-based web applications.

● Created a prompt for OpenAI specifically designed to handle Azure-related questions, ensuring accurate and relevant responses.

● Designed and implemented NLP pipelines to process and analyze textual data, including tasks like text classification, named entity recognition, and sentiment analysis.

● Created a vector representation of Azure API specification files gathered from GitHub, stored in Deeplake for efficient query processing.

● Utilized Docker to containerize applications, providing a consistent and isolated environment across different platforms.

● Technology Stack: Python, Django, Azure Functions, OpenAI, Langchain, Embedding, LLM, GitHub. Xylexa, Islamabad, Pakistan Mar 2021 – Dec 2022

Django, Data Science, and NLP Engineer

● Integrated third-party APIs and services to enhance system functionality and improve user experience using Django Framework.

● Gathered and cleaned large datasets, performed exploratory data analysis, and applied feature engineering techniques to extract meaningful insights.

● Successfully training advanced Natural Language Processing (NLP) models to cater to various Artificial Intelligence (AI) applications.

● Successfully implemented and managed the deployment of APIs using Nginx within the AWS environment, including AWS instances and Kubernetes clusters.

● Effectively managed and tracked project versions through the utilization of GitHub, ensuring seamless collaboration and streamlined workflow throughout the development lifecycle.

● Leveraged Docker to streamline and optimize containerization processes, enhancing the efficiency and scalability of the infrastructure.

● Technology Stack: Python, Django, NLP, Kubernetes, Docker, GitHub, Regex, AWS EC2, Machine Learning. Expert Vision, Islamabad, Pakistan Oct 2018 – Dec 2020 Django, Data Science, and NLP Engineer

● Deployed a robust and scalable application on Amazon Web Services (AWS) Elastic Compute Cloud (EC2) infrastructure utilizing Django REST APIs.

● Developed and built high-performance APIs to facilitate seamless integration within diverse projects, ensuring optimal functionality and scalability.

● Developed robust APIs using the Django framework, effectively facilitating seamless integration and enhanced functionality within the software ecosystem.

● Executed comprehensive data preprocessing techniques for AI-related tasks, ensuring optimal data quality and integrity for subsequent analyses and modeling processes.

● Leveraged a diverse range of cutting-edge machine learning and deep learning models to drive impactful results.

● Leveraged Git to ensure efficient project version control, facilitating seamless collaboration and streamlined development processes.

● Technology Stack: Python, Django, Postgres SQL, KNN, AWS EC2, REST APIs, Docker, Git, NLP. EDUCATION

Federal Urdu University of Arts, Science & Technology, Islamabad, Pakistan 2015 – 2019 Bachelor of Computer Science

Relevant Skills: Programming, Software Development, Data Structures & Algorithms, Machine Learning, AI. CORE SKILLS

AI: Deep Learning, Machine Learning, NLP, LLM, OpenAI

Frameworks: Django, Flask, FastAPI, Pytorch, Tensorflow

Languages: Python, JavaScript

Databases: Postgres, MongoDB

Deployment: AWS EC2, Azure Function App, Kubernetes

Cloud: Azure, AWS

Continuous Integration: GitHub Actions

Real-time: SingalR, Socket IO

Unit testing: Python Unit Test, Pytest

Source Control: GitHub

Front End: HTML, HTML5, CSS

API's: Rest APIs

API's Testing: Postman, Swagger

Task Management: Atlassian Jira, Azure Board

Others: Json, Xml, Write Documentation of Complex for Operational Teams, Leadership Skills CERTIFICATIONS & CONTRIBUTIONS

Certifications: Microsoft Certified: Azure Data Scientist Associate Skills: Azure, Azure Machine Learning, Data Science, ML Ops.

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