Zainab Zaidi

Zainab Zaidi Email and Phone Number

Practice Lead AI and ML | Associate Data Architect @ 10Pearls
United Arab Emirates
Zainab Zaidi's Location
United Arab Emirates, United Arab Emirates
About Zainab Zaidi

Experienced data scientist skilled in deriving value from structured and unstructured data:☑ Expert in machine learning and deep learning for extracting insights from visual data, using computer vision frameworks.☑ Proficient in image classification, object detection, and segmentation.☑ Experienced with large-scale image datasets and custom model design.☑ Proficient in time series analysis, adept at employing various advanced statistical models to analyze and forecast time-dependent data accurately.☑ Skilled at identifying patterns, seasonality, and trends in time-dependent data.☑ Versatile in handling univariate and multivariate time series data.☑ Specializing in predictive modeling for financial time series and demand forecasting.➡️ Skills: Python (OpenCV, NumPy, pandas, matplotlib, scikit-learn, SciPy, seaborn, Pillow, imageio, statsmodels, PyTorch, Keras, Tensorflow, Prophet), SQL, Vertica, MATLAB🔍 Methods: Statistics, Machine Learning, Deep Learning, Computer Vision, Time-series Forecasting, AI, Hypothesis testing, Data Wrangling, Predictive Modeling, Data Visualization, Research and Development, Proof-of-concepts (POC), Project Management #datascience#machinelearning#deeplearning#computervision#time-series#medicalimaging#python

Zainab Zaidi's Current Company Details
10Pearls

10Pearls

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Practice Lead AI and ML | Associate Data Architect
United Arab Emirates
Website:
10pearls.com
Employees:
2105
Zainab Zaidi Work Experience Details
  • 10Pearls
    Practice Lead Ai And Ml | Associate Data Architect
    10Pearls
    United Arab Emirates
  • 10Pearls Pakistan
    Practice Lead Ai/Ml | Associate Data Architect
    10Pearls Pakistan May 2024 - Present
  • Women In Ai
    Member
    Women In Ai Oct 2024 - Present
  • Irreplaceable With Ai
    Member
    Irreplaceable With Ai Oct 2024 - Present
  • Bahria University
    Industrial Advisory Board Member
    Bahria University Jun 2024 - Present
  • Riphah International University
    Industrial Advisory Board Member
    Riphah International University Oct 2024 - Present
  • Tenx
    Data Scientist
    Tenx Dec 2022 - Apr 2024
    ➡️Working as data scientist for Ancera Project team to detect and segment various microbes in microscopic images of chicken droppings (Salmonella, Coccidia, Clostridium, and Total Viable Bacteria). As a member of the team, I actively contribute to the overall project delivery. May day to day tasks include:• Continuously improving the deep learning pipeline for a robust solution• Addressing diverse scenarios and edge cases. • Employing clustering analysis to generate synthetic algorithm-assisted segmentation masks, streamlining manual annotation. • Utilizing masks as essential ground truth elements in training and test sets. • Calculating multiple statistics based on metadata derived from microbial segmentation.➡️Managing a group of data scientists and data engineers for active development on Machine Learning projects for a leading bank in Pakistan. Where I am actively developing several practical applications such as Cash Demand Forecasting, Cash Replenishment Scheduling for better cash management, reducing cash outs, idle cash, and cost associated with cash replenishment. The core responsibilities include:• Engaging in effective communication with clients and stakeholders to establish clear expectations.• Responsible for identifying relevant and reliable data for analysis, as well as identifying any existing gaps in the data.• Constructing the training and scoring pipeline using analysis ready data.• Ensuring a smooth integration of the finalized model into the application, enabling real-time forecasting capabilities.• Preparing project documents including features identification documentation, ML project documents etc.
  • National University Of Modern Languages (Numl)
    Lecturer
    National University Of Modern Languages (Numl) Mar 2013 - Nov 2022
    Islamabad
    Apart from teaching courses at the bachelor’s level, I have been involved in several departmental activities including: • Research chair of the departmental Artificial Intelligence research group. • Member of Departmental board of studies (DBS) and Faculty board of studies (FBS). • Designed the BSAI vision, mission, PEOs, PLOs, and CLOs in collaboration with HoD, and Dean. • Conducted NAVTCC Kamyab Jawan program as an instructor for Artificial intelligence course. • Supervised several research based and industrial FYPs. • Participated in recruitment board as subject specialist for faculty hiring. • Member of the departmental grievance committee. • Focal Person of student counselling committee.
  • Accentedge
    Lead Data Science Consultant
    Accentedge Dec 2020 - Aug 2022
    Chicago, Illinois, United States
    Worked as a Consultant lead data scientist with Accentedge to lead the Artificial Intelligence, Machine Learning, and Deep Learning-based work. The core responsibilities while working at Accentedge include: • Leading the R&D team for the development of deep neural network-based models for disease classification using bio-marker images. • Working in collaboration with Columbia university medical research center for state-of-the-art research work under the supervision of one of the most well-known research scientists(oncologist) Dr. Azra Raza.• Daily collaboration with the research team for discussing and tracking day-to-day activities.

Zainab Zaidi Education Details

Frequently Asked Questions about Zainab Zaidi

What company does Zainab Zaidi work for?

Zainab Zaidi works for 10pearls

What is Zainab Zaidi's role at the current company?

Zainab Zaidi's current role is Practice Lead AI and ML | Associate Data Architect.

What schools did Zainab Zaidi attend?

Zainab Zaidi attended Bahria University, Bahria University, Numl.

Who are Zainab Zaidi's colleagues?

Zainab Zaidi's colleagues are Sohail Azam, Fahad Ali, Vicky Khan Khan, Jorina Khatun, Safi Ullah Bhatti, Zaheer Ahmed, Venkataramana Chitikina.

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