Python Engineer
Resume:
MAQSOOD SHAH
Thomasville, NC
Flexible to Relocate
Permanent Residence (GC)
Email: adit8h@r.postjobfree.com
Web: https://www.maqsoodshah.com/
Data Scientist/Machine Learning Engineer
Interviewed at FACEBOOK
Summary
• 5+ years of work experience designing, building and implementing Enterprise application using Data Science, Deep Learning, Machine Learning, Python, Django, MySQL utilizing Linux Environment.
• Good Experience with a focus on Data Science, Deep Learning, Machine Learning, AI, Django.
• Proficient at building robust Machine Learning, Deep Learning models, Convolution Neural Networks (CNN), Recurrent Neural Networks (RNN), LSTM using Tensor Flow and Keras.
• Adept in analyzing large datasets using Big Query, MySQL, mongodb and Amazon Web Services (AWS).
• Experience in performing Feature Selection, Feature extraction, Logistic Regression, k - Means Clustering, Classification, Decision Tree, Supporting Vector Machines (SVM), Naive Bayes, Optimization, K-Nearest Neighbors
(KNN), Random Forest, and Gradient Descent, Neural Network algorithms to train and test the huge data sets.
• Generate, acquire large datasets for Models training purposes.
• Experience with Design, code, debug operations, reporting, data analysis, web applications utilizing Python, R&D, Python Apps Deployment on VMs.
• Expertized in Python data extraction and data manipulation, and widely used python libraries like NumPy, Pandas, and Matplotlib for data analysis, NLTK for deep learning.
• Strong hand on Python, Django, TensorFlow, Pandas, Keras, MongoDB, MySQL, Linux, Pytorch, NumPy, plotly, dialogflow, Sklearn, Matplotlib, OpenCV, paramiko, SciPy, SpaCy, Librosa, NLTK, Genism, Anaconda3, PyCharm, VS Code, Jupyter Notebook, Data visualization, Data Analytics, Swagger UI, Docker, Python deployment, Public Cloud Services Provider
(Digitalocean, Linode, Vultr), Crontab, Supervisory, TFS, Scrum, Atlassian, Jira, Postman, JSON, GitHub, Nginx, gunicorn, Balsamiq prototyping, Latex.
• Excellent working Experience in Agile (SCRUM) using TFS and Jira Using Atlassian with high quality deliverables delivered on-time.
• Wrote Python modules to extract/load data from the MySQL source database.
• Anticipated potential parts of failure (database, communication points, file system errors). Good working experience in using version control systems GitHub and bitbucket.
• Proficient in developing websites and web applications using Python, MYSQL, AWS, HTML, XML, JSON, CSS, Java Script & AJAX.
• Contributed to the Python codebase used in the automated deployment of software on multiple virtual machines.
• Experienced in working with various Python IDEs using PyCharm, Spyder, VS Code.
• Involved in Python OOD code for quality, logging, monitoring, and debugging code optimization.
• Responsible for managing large databases/datasets using MySQL, BigQuery.
• Used the Python's modules NumPy, Plotly, matplotlib for generating complex graphical data and Visualization.
• Developed and designed automation framework using Python and Shell scripting. Technical Skills:
Languages: Python3, SQL, MySQL, C#
Machine Learning/Deep learning framework/Libraries: TensorFlow, NumPy, Keras, Pandas, Pytorch, plotly, dialogflow, Sklearn, Matplotlib, OpenCV, paramiko, SciPy, SpaCy, Genism, NLP toolkit Big Data Frameworks: Mongo DB, BigQuery, WEKA
Deep Learning/Machine learning: Ensemble Learning, Classification Algorithms (SVM, Decision Trees, Random Forest), Segmentation, Optimization, Clustering, Object Detection & Recognition, Pre-train models, CNNs, LSTM, RCNN, Mask-RCNN, VGG-16, Auto-encoders, Recommendation Systems.
Web Technologies: Django and Laravel
Front End Technologies: HTML5, Ajax, JavaScript, CSS3, JSON, Bootstrap. Web server: Wamp, Lamp, Nginx, gunicorn, Docker, SwaggerUI MAQSOOD SHAH
Thomasville, NC
Flexible to Relocate
Permanent Residence (GC)
Email: adit8h@r.postjobfree.com
Web: https://www.maqsoodshah.com/
Visualization Tool: Matplotlib, Plotly.
Databases: RDBMS, SQL, MySQL, MongoDB and PostgreSQL. Scheduling Tools: Crontab, Supervisor.
Cloud Provider: AWS, Heroku, DigitalOcean, Linode, Vultur, Atlantic. Version Control: GitHub, Bitbucket
IDE’s/ Development Tools: Anaconda3, PyCharm, VS Code, Spyder and Sublime Text. Operating Systems: Linux and MacOS.
Protocols: SSH, SFTP, TCP/IP, HTTP/HTTPS, SMTP
Project Management: TFS, Scrum, Atlassian, Jira
Documentation/Prototyping: Latex, Balsamiq, Xmind, Confluence WORK EXPEREINCE
Data Scientist/Machine Learning Engineer May 2019 to Nov 2020 Northcloud Co.; Ltd Islamabad Pakistan
• Build models to predict users of Zong cmpak telecom network in specific zone at specific time
• Visualization of users and network flow to analyze traffic using SVM, CNN
• Large dataset analysis for users to reduce load
• Minimal SiteDB object recognition indoor huawei devices for upgradation and maintenance using RCNN, mask- RCNN, VGG-16, LSTM, SVM, Decision Trees
• Pre-trained and trained model for Object Recognition indoor huawei devices Neural Networks
• Optimization Problems for users on telecom operator network
• Python Automation of a cloud server platform to minimize the 3-days manual work to 1 hour using Python Django, json, css, html, shell scripts, bash scripts, python scripts, paramiko, SSL, Https for Linode, Vultr, Atlantic, DigitalOcean.
• Python restful APIs to access, maintenance, and scaling servers on cloud providers (Atlantic, Vultr, Linode, DigitalOcean, VPSserver)
• Python scripts to perform operations and auto-scaling for Linode, Vultr, Atlantic, DigitalOcean.
• VPN cloud servers monitoring, maintenance and deployment for Linode, Vultr, Atlantic, DigitalOcean.
• Lead a diverse technology projects and a team of developers with deep experience in python, data science, machine learning and full stack systems to create solutions.
• Collaborate with CEO ensure business goals, policies, projects plan, budgeting and scheduling.
• Discover and implement new technologies for competitive advantage
• Monitor KPI’s to assess performance.
• Deploy products for small scale on DigitalOcean or customized server and for large scale AWS. Data Scientist (Remote) Apr 2020 to Sep 2020
Cavalier Group of Companies Ltd Islamabad Pakistan
• Large dataset generation from candidate’s portal for candidate ranking
• Facial Recognition from image and video to identify candidate.
• Text Classification of Unstructured skills data for recommendation system of top talented candidate using SpaCy, Gensim, CNN
• Large datasets management in MySQL of top talented candidates
• Entity Recognition models to recognize and classify in job and candidate ranking and recommendation system LDA model.
• Speech-to-Text in ERP web app implementation
• Topic modeling in a document using genism
• Resume Ranking using LDA modeling
• Data Analysis and visualization
• Data Cleaning
• System Architecture
MAQSOOD SHAH
Thomasville, NC
Flexible to Relocate
Permanent Residence (GC)
Email: adit8h@r.postjobfree.com
Web: https://www.maqsoodshah.com/
• AI chatbot for top talented candidates job portal using SpaCy, Encoder, decoder, Word2Vec model, Seq2Seq, LSTM, dialogflow
Software Developer – Python Nov 2017 to Dec 2018
ExpertsVision Engineering and Technology Innovations Islamabad Pakistan
• Intelligent irrigation system, regression analysis of crops using
• Paraphrasing app to rewrite content nlp app
• Solar Panel system management and power prediction
• Employee management system
• deep learning research papers implementation
• Health chatbot
• Two-Stream SR-CNNs (semantic region based CNNs) for Action Recognition in Videos Junior Software Engineer Feb 2011 to May 2013
Generic Engineering Technologies (pvt) Ltd Islamabad Pakistan
• Take a product through the entire lifecycle of analysis, design, coding, testing and implementation and support.
• Identifying, troubleshooting and debugging defects in designated application code.
• Contribute to the development of C# desktop applications, Multi-threading, client server. SQL stored procedures, Data Repository - SQL tables.
• Create Entity Relationship (ER) Diagrams to the proposed database.
• Inventory Management System desktop app with crystal reporting.
• Hotel management desktop app with crystal reporting.
• SQL server database management.
• Develop reports in Crystal Reports Reporting Services.
• Experience in C# desktop applications.
EDUCATION
Master of Science in Computer Software and Theory
Nanjing University of Science and Technology - Nanjing, China Sep 2014 to Apr 2017 Major: Python, Deep Learning, Data Science, AI, Machine Learning, Computer Vision, Big Data, Software Security, Computing Management, Pattern Recognition
Bachelor of Engineering in Information Technology (Hons) University of Engineering & Technology - Taxila, Pakistan Aug 2006 to Aug 2010 Major: Programming Languages, Software Engineering, Semester Projects using C#, Python, Java, Html, C++ AWARDS
China Govt Scholarship September 2013
Chinese Language Proficiency Sep 2013 - July 2014
China Govt scholarship September 2014
Best Cricket player April 2005
Best Cultural organizer December 2015
Best Employee August 2019
MAQSOOD SHAH
Thomasville, NC
Flexible to Relocate
Permanent Residence (GC)
Email: adit8h@r.postjobfree.com
Web: https://www.maqsoodshah.com/
PUBLICATIONS
Rotation-based object-oriented ensemble in land use land cover classification of hyperspectral data http://ieeexplore.ieee.org/document/7845045/ February 2017 Batch Regularization to Converge the Deep Neural Network for Indoor RGBD Scene Understanding http://ieeexplore.ieee.org/document/7984665/ July 2017 Advanced Techniques for Object-Based Classification of Hyperspectral Remote Sensing http://lib.njust.edu.cn/ December 2016
References
Shafqat Ali
Lead Software Developer
Costar Group
adit8h@r.postjobfree.com
Washington DC
Michael Xing
CEO
Northcloud Software Co., Ltd
Islamabad, Pakistan
adit8h@r.postjobfree.com
Dr. YA ZHOU LIU
Associate Professor & Academic Supervisor
School of Computer Science & Engineering,
Nanjing University of Science & Technology,
Panasonic Research Institute – Singapore
University of Oulu - Finland
Office: 3205-1
adit8h@r.postjobfree.com
SYED FARHAN ABBAS NAQVI
Senior Software Engineer
ALHAZEN TECH
Contact this candidate