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Imran Khan

Imran Khan

Graphic Designer

Followers of Imran Khan904 followers
location of Imran KhanVictoria, British Columbia, Canada

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  • Timeline

  • About me

    Data Scientist | Machine Learning & AI Expert | Specializing in Big Data, Predictive Modeling, and Scalable Solutions

  • Education

    • Northumbria University

      2022 - 2023
      Master's degree Big Data and Datascience Technology with Advanced Practice A

      ➤ Modules:Data Science, Big Data Analytics, Leadership, Information Governance and Cyber Security, Research Methods and Machine Learning on Cloud.➤ Master's ProjectLed an ASR project to improve voice recognition accuracy using deep learning techniques. Worked with the LJSpeech dataset to optimize model performance.Key Responsibilities:➤ Data Preprocessing & Feature Engineering• Preprocessed audio data and applied feature extraction (MFCC, spectrograms).•… Show more ➤ Modules:Data Science, Big Data Analytics, Leadership, Information Governance and Cyber Security, Research Methods and Machine Learning on Cloud.➤ Master's ProjectLed an ASR project to improve voice recognition accuracy using deep learning techniques. Worked with the LJSpeech dataset to optimize model performance.Key Responsibilities:➤ Data Preprocessing & Feature Engineering• Preprocessed audio data and applied feature extraction (MFCC, spectrograms).• Implemented data augmentation to improve model robustness.➤ Model Development & Optimization• Built and optimized models (RNN, CNN, Transformer) to reduce Word Error Rate (WER) by 5-6%.• Tuned hyperparameters to enhance model efficiency.➤ Performance Evaluation & Problem-Solving• Evaluated model using WER and Signal-to-Noise Ratio (SNR) metrics.• Improved model accuracy by 8-10% in noisy environments.➤ Results• Reduced WER by 6% and improved recognition in noisy settings by 8%. Show less

    • Arid Agriculture University

      2017 - 2021
      Bachelor's degree Computer Science A

      Bachelor’s Project: Personality Prediction System Using Text and Image Processing:Developed a desktop application to predict personality traits by analyzing text and image data using machine learning and deep learning techniques.Key Features:Text-Based Prediction: Used Naive Bayes and SVM classifiers to predict traits like extraversion and openness from text.Face Detection & Emotion Recognition: Integrated OpenCV for face detection and VGG-16 for recognizing emotions in… Show more Bachelor’s Project: Personality Prediction System Using Text and Image Processing:Developed a desktop application to predict personality traits by analyzing text and image data using machine learning and deep learning techniques.Key Features:Text-Based Prediction: Used Naive Bayes and SVM classifiers to predict traits like extraversion and openness from text.Face Detection & Emotion Recognition: Integrated OpenCV for face detection and VGG-16 for recognizing emotions in faces, linking them to personality traits.Multimodal Analysis: Combined text and image data to enhance the accuracy of personality predictions.Evaluation & Results:Accuracy: Achieved 85% overall prediction accuracy.Text Analysis: 80% accuracy for classifying traits.Emotion Recognition: 85% accuracy for detecting facial emotions.Multimodal Integration: Improved accuracy by 5-10% when combining both text and facial data. Show less

  • Experience

    • Upwork

      Aug 2019 - May 2023
      Graphic Designer

      As a freelance graphic designer, I offered creative design services tailored to clients’ needs, focusing on logo design, branding, print media, and digital content creation. I also specialized in children's storybook design, outsourcing the artistic aspects to skilled illustrators and ensuring high-quality final products.Logo Design: Crafted unique logos for businesses in diverse sectors, ensuring each logo captured the brand’s essence.Branding: Developed complete branding packages with consistent logos, color schemes, and typography for businesses seeking cohesive visual identities.Business Cards & Stationery: Designed professional business cards and stationery, aligning with clients’ brand aesthetics.Social Media Graphics: Created custom graphics for social media platforms, supporting clients’ marketing campaigns with engaging visuals.Marketing Materials: Designed brochures, flyers, and posters, enhancing brand awareness and attracting new customers.Children’s Storybook Design:Worked on children’s storybook projects where I collaborated with skilled artists for illustrations, managing the entire design process, from layout to final artwork. I handled the book layout, typography, and design direction, ensuring that the illustrations and text were integrated seamlessly.Outsourcing: For highly artistic tasks such as illustration, I outsourced to skilled freelance illustrators, ensuring that the work met the highest standards while maintaining project timelines and budgets.I pride myself on delivering creative and high-quality work that exceeds expectations. Show less

    • Kamyab Jawan Programme

      Sept 2020 - Mar 2021
      AI Certification

      AI Certification with A+ plus grade - Topper of the entire batch

    • Bahria University

      Mar 2021 - Jun 2021

      ● Built and deployed machine learning models for customer behavior prediction, increasing marketing campaign efficiency by 20%.● Designed interactive dashboards in Tableau to visualize sales and operational data, enabling data-driven decision-making across departments.● Developed and managed data pipelines using Python and SQL, ensuring seamless integration with cloud platforms (AWS).● Conducted model optimization and fine-tuning, improving accuracy and reducing runtime by 25%. Machine Learning project at Computer Science Department

      • Data Scientist

        Apr 2021 - Jun 2021

      • Project Intern

        Mar 2021 - Apr 2021

    • Prifina - Liberty. Equality. Data.

      Jan 2023 - May 2023
      Data Scientist

      ● Led a project to develop predictive models for customer churn using deep learning frameworks, achieving 95% prediction accuracy.● Deployed scalable machine learning solutions on Azure, leveraging CI/CD pipelines for automated updates.● Worked extensively on data preprocessing and visualization to prepare and present actionable insights to stakeholders.● Designed ETL pipelines for large-scale data management, streamlining data preparation and storage processes.

  • Licenses & Certifications

    • Introduction to Programming Using Java

      LinkedIn
      Aug 2021

    • Introduction to Programming Using Python

      LinkedIn
      Aug 2021

    • Machine learning/Deep Learning

      Bahria University
      Mar 2021

  • Volunteer Experience

    • Anchor

      Issued by ICT role in disaster prediction and management
      ICT role in disaster prediction and managementAssociated with Imran Khan