Riyadh,Kingdom of Saudi Arabia
STC,Riyadh KSA
+966-535733787
muhammadmaazirfan@outlook.com
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Muhammad Maaz Irfan

Data Scientist

  • EMAIL : muhammadmaazirfan@outlook.com
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About me

PROFESSIONAL PATH

Greetings, my name is Muhammad Maaz Irfan, and my area of expertise lies in Computer Science. I take great pride in my work, and I find fulfillment in assisting others. Being part of a team with shared interests is a wonderful experience. Presently, I am working as a Data Scientist at Huawie KSA, stationed in STC Riyadh, KSA. In 2021, I completed my Masters's degree in Computer Science, with a major in Deep Learning and Privacy-preserving. My research interests are centered on preserving privacy in machine learning using differential privacy, and I have published several research papers at top-tier conferences in the area of privacy in deep learning. Additionally, I have three years of experience in the field of Augmented and Virtual Reality.

Machine Learning
VR / AR
Game Dev
Data Analysis

Work Experience

PREVIOUS JOBS

Senior Data Scientist

STC, Riyadh,KSA
March 2023 - PRESENT

Our main focus of is to give Strategy & Analytics of Customer Experience, whereas we also analyze customer complaint data and give analytical report which helps management to reduce churn rate.

  • CST Predictive Model: Developed and implemented a predictive model for CST complaint escalation, enhancing customer service response strategies through advanced data analytics and machine learning
  • CCEX & DT AI - Assistant: Developed an AI assistant using a local base LLM model with flask, with full data privacy using Ollama3.
  • Predictive Analysis of Silent Complainers: Created and implemented models to predict potential silent complainers, enabling preemptive action to address issues before they lead to churn.
  • Loyal Customer Behavioral Analytics: Employed advanced analytics to dissect behaviors of loyal customers, drawing correlations between service interaction patterns and loyalty metrics for B2C segments.
  • Data Scientist / Machine Learning Engineer

    Kavtech Solution, Lahore,Pakistan
    April 2022 - June 2023

    Our main focus of is to give solution to various industries by using Artificial Inteligence, besides we're working with sports analytics for NFL, NBA,MBL

    • Created Person/ object detection for sports analysis
    • Project planning - from discovery phase to delivery timelines
    • Code refactoring for time efficiency and easy scalability

    Data Scientist

    Datamatics Consulting, Islamabad,Pakistan, Abidjan,Ivory Coast office
    March 2021 - April 2022

    Our main focus of is to give solution to telecom sector by using Artificial Inteligence, besides we're working with Orange telecom and setting up secure computation by using machine learning models by detecting anomaly

    • Created face-mask detection by using tensorflow
    • Anomaly detection system by using machine learning
    • Chatbot for health sector awareness

    Research Assistant (Data Scientist)

    Shandong Provincial Key Laboratory of Network Based Intelligent Computing, University of Jinan School of Information Science and Engineering, University of Jinan Jinan 250022, China
    September 2018 - March 2021

    Our main focus of is to give secure computation in deep learning because the rapid growth of data and complex models, which often manifest itself in a large number of model parameters, no single machine can solve them fast enough for a lot of important machine learning problems. the collection of heterogeneous data is more convenient nowadays. Yet these opportunities come with some challenges related to data security and privacy. The challenges come with the lack of effective tools and approaches for securing the large datasets. Our lab is working on Privacy-Preserving techniques using deep learning

    • "FL-DP: Differential Private Federated Neural Network." International Conference on Security and Privacy in New Computing Environments. Springer, Cham, 2021.
    • "Towards Privacy-Preserving Deep Learning: Opportunities and Challenges." 2020 IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA). IEEE, 2020.
    • "Towards Deep Learning: A Review On Adversarial Attacks." 2021 International Conference on Artificial Intelligence (ICAI). IEEE, 2021
    • Implemented a research paper on differential privacy using Laplace method

Augumented & Virtual Reality DEVELOPER

ETX Uk ltd sister concern MCP ltd
Dec 2016 - Nov 2018

Educational purpose Application. Also working Research & Development for innovative purposes. Used several Api integrated in project (googles Map, runtime texture material loading, connecting google fire base with project, Azure cloud computing for storing database.360 video/picture preview). Portal System for AR/ VR IBM Watson API for AI Based bot for educational demo. Configure Leap motion for hand tracking/gestures in MR (VR/ AR) Unity project.

  • Created educational (LOCI) simulations in Virtual Reality.
  • Created educational Portal system in Augumented Reality.
  • Created 3d model AI-based Bot using IBM watson in Virtual Reality.
  • Created Augmented Reality Marker less android application for placing object by initializing the space in open world cam display (useful for interior designing )

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