Ayesha Farheen

Ayesha Farheen

Data Scientist
Qatar
Urdu, English, Hindi

نبذة عني

Highly motivated Data Scientist with a strong foundation in analysis and a robust set of technical skills. Demonstrated ability to consistently meet project deadlines and effectively collaborate within diverse teams. Dee…

الخبرة

Data Scientist

Minds NXT technovision
Jun 2022 - حتى الآن · 4 سنوات 1 شهر

As a Data Scientist at Minds NXT Technovision, my primary focus was on building a strong foundation in data science through comprehensive training programs. Although I wasn't assigned to specific projects, I diligently engaged in structured data science training modules, gaining proficiency in various aspects of the field.

My responsibilities included:

Participating in Data Science Training: Actively participating in rigorous training sessions covering essential data science concepts, tools, and techniques.

Hands-On Learning: Engaging in practical exercises and real-world projects to apply theoretical knowledge and gain practical experience.

Capstone Projects: Independently conceiving and developing capstone projects that demonstrate proficiency in data analysis, machine learning, and statistical modeling.

Skill Development: Continuously enhancing my skills in data manipulation, data visualization, and machine learning algorithms.

Collaborative Learning: Collaborating with peers and trainers to solve complex data challenges, fostering a collaborative and problem-solving mindset.

Mentoring: Providing support and mentorship to fellow learners, contributing to a supportive learning environment.

While I may not have worked on client projects during this period, my dedication to learning and practical application of data science concepts through capstone projects reflects my commitment to mastering the field and preparing for future roles as a Data Scientist.

Artificial Intelligence and Large Language Model Fellow

Launchpad.AI
Jul 2023 - حتى الآن · 3 سنوات

Engaged in the development of a travel tourism chatbot using a Large Language Model.
Worked on enabling users to book travel trips through natural conversations.

Data Science Intern

Innomatics Research Labs
Feb 2023 - Jul 2023 · 5 أشهر

Developed machine learning models in Python using supervised and unsupervised learning.
Productionized models using Pickle.
Tracked experiments using ML Flow.
Deployed models through web applications built with Streamlit and Flask.
Executed an end-to-end Convolutional Neural Network (CNN) project.
Deployed the CNN project on AWS EC2.

Data Scientist

Minds NXT Technovision
Jun 2022 - Jun 2023 · 1 سنة

Data Scientist

Info AGI

Contributed as an open-source contributor.
Spearheaded "mlfast", an open-source machine learning library.
Worked on "dlfast", an upcoming deep learning framework.
Built an AutoML web application.

المهارات

أوراق الأنماط المتتالية (CSS) تقييم البيانات لغة ترميز النص الفائق جافا تطوير JavaScript ماي إس كيو إل بايثون (لغة برمجة) سحب البيانات فلاسك (إطار عمل لتطبيقات الويب باستخدام Python) خوارزميات تعلم الآلة التعلم العميق باور بي آي Machine Learning Supervised Learning Unsupervised Learning Artificial Neural Network CNN RNN Natural Language Processing Statistics REST API Agile Methodology JIRA Git GitHub Communication Team Player Research Problem-solving Attention to detail Pandas NumPy Matplotlib Seaborn scikit-learn TensorFlow Excel AWS S3 AWS EC2 Web Scraping BeautifulSoup Requests Selenium Pickle MLflow Streamlit
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