**DR. MUHAMMAD**
resonotech@gmail.com
+92 300 4580143

### PROFESSIONAL SUMMARY
With 20 years of experience in Computer Science, specializing in Python, Data Science, AI, and Project Management. Accomplished career as a Data Scientist, ML algorithm trainer, and researcher with contributions in Data Science, Deep Learning, Reinforcement Learning, and Quantum Computing. Committed to innovation and excellence with a holistic approach to professional, social, spiritual, and physical well-being.

### EDUCATION
**Ph.D. in Computer Science**
University of Engineering and Technology, Lahore, Pakistan (2016)

**M.S. in Computer Science**
University of Engineering and Technology, Lahore, Pakistan (2009)

**M.Sc. in Computer Sciences (Gold Medalist)**
Punjab University College of Information Technology, Lahore, Pakistan (2006)

### TECHNICAL SKILLS
**Programming Languages & Databases:** Python, C#, Java, MySQL, PostgreSQL, MongoDB
**Data Science:** Data Wrangling, Statistical Analysis, Predictive Modeling, Data Visualization
**Machine Learning:** Supervised & Unsupervised Learning, Feature Engineering, Model Selection & Evaluation
**Deep Learning:** Neural Networks, CNNs, RNNs, LSTMs, GANs, Transfer Learning
**NLP:** Text Processing, Sentiment Analysis, Named Entity Recognition, Topic Modeling
**Reinforcement Learning:** Q-Learning, Policy Gradient Methods, Deep Q-Networks (DQN)
**Quantum Computing:** Quantum Algorithms, Quantum Machine Learning, Qiskit
**Tools & Libraries:** TensorFlow, Keras, Qiskit, PyTorch, Scikit-learn, Pandas, NumPy, Matplotlib, Seaborn, Jupyter Notebook

### CERTIFICATIONS
- IBM Certified Data Scientist
- Sun Certified Programmer for the Java Platform, SE 6 (2001)
- Oracle Certified Professional (PL/SQL) (2000)
- Microsoft Certified Professional (C#) (2003)
- Microsoft Certified System Engineer (MCSE) (2001)
- Microsoft Certified Database Administrator (2000)

### PROFESSIONAL EXPERIENCE
**AI Consultant**
SincoSol (2024 - Present)

**AI Consultant**
InfiniOne (2022 - 2023)

**Data Scientist and AI Consultant**
Alif Ain (2018 - 2020)

**Consultant**
Dogar Brothers (2016 - 2018)

**Data Scientist (Volunteer)**
Ustadam (2023 - Present)

### DATA SCIENCE PROJECTS
**Exam Analyzer**
Developed for educational institutions to identify poorly designed questions causing high failure rates. Analyzed student responses and key files to prepare results.
[Link](https://examanalyzer.github.io/)

**Order Analyzer**
For a taxi company, investigated order matching metrics for incomplete orders, including cancellations and rejections.

**Web Traffic Analysis**
Analyzed user actions on album links from different countries, including page views, clicks, and geographic distribution.

**Property Click Prediction**
Predictive model for property interactions within 7 days of activation.

**Movie Rating Prediction**
Used Rotten Tomatoes datasets to predict movie ratings and statuses.

### MACHINE LEARNING PROJECTS
**Opinion Segmentation for Urdu Sentiment Analysis**
Published in the International Arab Journal of Information Technology.
[Link](http://iajit.org/PDF/January%202018,%20No.%201/9935.pdf)

**Secure Message-Passing Framework for Inter-Vehicular Communication**
Published in the International Journal of Distributed Sensor Networks.
[Link](https://journals.sagepub.com/doi/full/10.1177/1550147719829677)

**Predicting Mental Illness from Twitter Activity**
Published in the Journal of Medical Imaging and Health Informatics.
[Link](https://www.ingentaconnect.com/contentone/asp/jmihi/2019/00000009/00000006/art00023)

**Autonomous Drones for Flood Relief Operations**
Published in the International Arab Journal of Information Technology.
[Link](https://www.researchgate.net/publication/348064273_A_Distributed_Framework_of_Autonomous_Drones_for_Planning_and_Execution_of_Relief_Operations_during_Flood_Situations)

### COMMUNITY SERVICE
**Online Course Instructor**
- Python Master Class
[Link](https://lms.ustadam.org/courses/python-master-class)
- Logic Building in Python
[Link](https://lms.ustadam.org/courses/logic-building-in-python)
- Mastering Data Science
[Link](https://lms.ustadam.org/courses/mastering-data-analytics)

### LANGUAGES
- English
- Urdu (Native)

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