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Atyf Akbr

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Everett, Washington, United States

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Résumé

Jobs verified_user 0% verified
  • Steneral Consulting
    Senior AI Engineer
    Steneral Consulting
    Apr 2023 - Current (3 years 5 months)
    • Led the development of a Retrieval-Augmented Generation ( system, enhancing diagnostic accuracy by integrating large-scale medical datasets and advanced NLP models (BERT, GPT-3) for clinical decision support. • Architected and deployed a state-of-the-art AI-based NLP pipeline, leveraging transformer models to extract meaningful insights from unstructured clinical records, enabling more efficient decision-making for healthcare professionals. • Enhanced and implemented Generative AI models (GPT-3) to automate medical report generation, significantly improving workflow efficiency by reducing manual documentation efforts by forty percent. • Implemented a real-time AI-powered question-answering system using RAG models, providing contextually,
  • Agility Partners
    Machine Learning Engineer
    Agility Partners
    Apr 2020 - Mar 2023 (3 years)
    • Engineered real-time fraud detection systems using anomaly detection techniques (Isolation Forest, One-Class SVM) with Scikit-learn and TensorFlow, improving fraud detection rates and reducing financial losses by twenty five percent. • Designed and deployed credit scoring models using random forests and decision trees, enhancing credit risk assessments for financial institutions and reducing loan default rates by fifteen percent. • Built a personalized recommendation system using collaborative filtering and deep learning models (Autoencoders, Neural Networks), enhancing customer targeting and increasing conversion rates by twenty percent • Applied deep learning architectures like RNNs and LSTMs for time-series forecasting, improving inves
  • Conflux systems
    Junior Machine Learning Engineer
    Conflux systems
    Jun 2016 - Mar 2020 (3 years 10 months)
    • Assisted in the development of a recommendation system for an e-commerce platform, utilizing collaborative filtering and content-based filtering with Scikit-learn and TensorFlow, improving user engagement by fifteen percent. • Enhanced and optimized predictive models using linear regression and decision trees to improve sales forecasting and inventory management, reducing stockouts by twenty percent for clients. • Built and maintained automated ETL pipelines using Apache Airflow and Luigi, improving the speed of data processing and ensuring seamless integration for machine learning workflows. • Contributed to hyperparameter tuning and model optimization using GridSearchCV and RandomSearch, improving the accuracy of customer behavior predi
Education verified_user 0% verified
  • B
    Bachelor's Of Computer Science
    Jan 2012 - Jan 2016 (4 years 1 month)
  • A
    AI for Healthcare Certification
    Provides expertise on AI techniques used in healthcare, covering the use of machine learning in medical image analysis, diagnostics, and drug development.
  • C
    Certified Fintech Professional
    This certification provides a deep dive into the application of AI and machine learning in financial services, including credit scoring, fraud detection, algorithmic trading, and risk management.
  • C
    Certified Insurance Data Analyst
    This certification helps AI/ ML engineers specialize in the application of AI to the insurance industry, such as underwriting automation, claims prediction, and risk modeling.
Projects (professional or personal) verified_user 0% verified
  • P
    Predictive Maintenance System for Healthcare
    Developed an advanced predictive maintenance system for medical equipment using TensorFlow, integrated seamlessly into AWS Lambda and SageMaker. The system achieved high uptime, reducing operational costs and improving service reliability
  • P
    Personalized Marketing Recommendation Engine
    Built a recommendation engine for an e-commerce company using collaborative filtering techniques combined with deep learning models (TensorFlow). This solution contributed to significant improvements in customer conversion rates and overall satisfaction.