Madiha Hameed  Awan, DataAnalyst

Madiha Hameed Awan

DataAnalyst

KN Technologies

Lieu
Émirats Arabes Unis - Dubaï
Éducation
Doctorat, PhD, Data Science
Expérience
36 years, 4 Mois

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Expériences professionnelles

Total des années d'expérience :36 years, 4 Mois

DataAnalyst à KN Technologies
  • Pakistan - Islamabad
  • mars 2008 à mars 2024

• Leveraged PowerBI to amplify performance by 75%, crafting visually engaging dashboards and DAX reports that provide actionable insights crucial for strategic decision-making and improving business performance.
• Employed data insights to drive a substantial 17% reduction in operating costs, optimizing resource allocation and enhancing overall efficiency.
• Pioneered the implementation of a cutting-edge detection system, resulting in an impressive reduction of cyber attacks by up to 80%, fortifying network security.
• Spearheaded the development of a bespoke prediction system, revolutionizing early diagnostics and yielding a remark able increase of up to 75% in diagnostic accuracy.
• Harnessed the power of programming languages such as SQL and Python to meticulously extract, transform, and load data from a plethora of diverse sources, thereby bolstering data analysis capabilities by an impressive 70% and streamlining the automation of critical processes.
• Utilized cloud platforms like AWS and GCP, fine-tuning data storage, processing, and analysis mechanisms to achieve unparalleled efficiency gains of 70%, optimizing resource utilization and scalability.
• Developed and executed advanced machine learning models using TensorFlow and PyTorch, resulting in a 60% improvement in predictive accuracy and enabling more informed business decisions.
• Designed and implemented comprehensive data cleaning and preprocessing pipelines, enhancing data quality and ensuring reliable analysis outcomes.
• Collaborated with stakeholders to identify key performance indicators (KPIs) and create customized reports, leading to a 50% increase in data-driven decision-making within the organization.
• Facilitated workshops and training sessions on advanced analytics tools and techniques, empowering teams with the skills to conduct robust data analysis independently.
• Integrated real-time data analytics solutions, reducing latency by 40% and enabling faster response times to business critical events.
• Led cross-functional teams in the development of AI-driven solutions, enhancing customer experience and driving innovation in product offerings.
• Streamlined ETL processes, reducing data processing times by 30% and ensuring timely delivery of insights.
• Implemented advanced statistical methods and machine learning algorithms to uncover hidden patterns and trends, driving a 20% increase in operational efficiency.
• PowerBI, Tableau, SQL, Python, AWS Step Functions, DAX, TensorFlow, PyTorch, Keras, OpenCV

Data Analyst Trainer à International Certificate Centre
  • Ghana - Accra
  • novembre 2023 à février 2024

• This four-month training program comprised five modules covering Python(NumPy, Panda, MySQL, Excel, PowerBI, and Tableau.
• Designed as a comprehensive, hands-on learning experience with practice assignments and live project building throughout.
• Facilitated at the International Certification Centre, providing an enriching experience.
• Engaged with participants from diverse backgrounds, guiding them through data analysis tools and techniques.
• Witnessed progress as participants tackled real-world projects, emphasizing the value of practical, applied learning.
• Overall, the journey honed technical skills, fostered collaboration, and encouraged problem-solving in a dynamic learning environment.
• Develop courses like Machine Learning, Artificial Interligence, for their

Data Engineer|NetworkAdministrator à University of Gujrat
  • Pakistan - Gujrat
  • octobre 2008 à février 2024

• Orchestrated and spearheaded the seamless migration of network infrastructure from a traditional local server setup to a state-of-the-art cloud-based data center, resulting in heightened availability and delivering substantial operational cost reductions of 70%.
• Engineered a groundbreaking transformation, slashing the cost of operating custom telephone exchange services by an impressive 80% through the seamless integration of Voice over IP (VoIP) systems.
• Fortified network security measures with unparalleled efficacy, achieving an astounding 90% enhancement through the meticulous implementation of rigorous security policies, advanced firewall configurations, and cutting-edge Kali Linux-based methodologies.
• HTML, CSS, JavaScript, Kali Linux, Asterisk, Wireshark, Cisco Packet Tracer, Apache, Git

Visiting Lecturer à Arid University, Rawalpindi Rawalpindi
  • Pakistan - Islamabad
  • février 2019 à octobre 2023

As a lecturer at the Arid university, I have had the privilege of teaching a diverse range of courses, including:
• Fundamentals of IT
• E-commerce
• Web Development
• Machine Learning
• Deep Learning
• Machine Vision
• Artificial Intelligence
• Bioinformatics

Éducation

Doctorat, PhD, Data Science
  • à Pakistan Institute of Engineering & Applied Sciences
  • janvier 2025
Master, MS, Computer Science
  • à University of Lahore
  • mars 2017
Baccalauréat, Bs, Computer Sciences
  • à Virtual University of Pakistan
  • mars 2007

Specialties & Skills

Image Processing
Database
Reasearch
Data Analysis
ACTIVE LEARNING
AMAZON WEB SERVICES
COMMUNICATIONS
ALGORITHMS
FIREWALL
DATA PROCESSING
CUSTOMER EXPERIENCE
NETWORK ADMINISTRATION
IMAGE PROCESSING
WEB APPLICATIONS
WEB ENGINEERING
ARTIFICIAL INTELLIGENCE
PowerBI
Tableau
TensorFlow
PyTorch
MANAGEMENT SYSTEMS
INFRASTRUCTURE
TEACHING
MANAGEMENT
CISCO PACKET TRACER
MICROSOFT EXCEL
AUTOMATION
PANDAS (PYTHON PACKAGE)
PYTORCH (MACHINE LEARNING LIBRARY)
R (PROGRAMMING LANGUAGE)
REDUCTION (COMPLEXITY)
RESOURCE UTILIZATION
DATA SCIENCE
PYTHON (PROGRAMMING LANGUAGE)
Strategic Planning
Statistical Analysis
Data Visualization
Project Management
Stakeholder Engagement
Machine Learning
Deep Learning
Predictive Modeling
Data Mining
Big Data
Statistical Modeling
Data Manipulation
Data Cleaning
Database Management
Business Intelligence
Data Interpretation
Data-driven Decision-making
Problem-solving skills
Team Management

Langues

Anglais
Expert
Urdu
Langue Maternelle
Arabe
Débutant

Formation et Diplômes

Python for data science, AI Development (Certificat)
Date de la formation:
March 2023

Loisirs

  • Traveling