Profile Details

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Hire Dr. Waseem A.

United Kingdom

USD 50 /hr

Electrical engineer | Neuroscientist | AI researcher and practitioner | AWS | MLops | Software

Profile Summary

Experienced Machine learning engineer with 6+ experience and a Ph.D., a postdoc, and industry experience to augment the skillset 3 years experience in AI/ML applied to life science data (Imaging, clinical data, omics data, structural and functional data of proteins, disease data, protein network data, gene network data) Well versed programmer with good command on 3 languages (R, Python, C++) and hands-on experience on some great ML libraries (Tensorflow, Theano, PyTorch, Scikit-learn, Keras, Pandas) Curious explorer with apt experience in frameworks such as Docker, Jupyter MATLAB lover with 10+ years of experience A perpetual learner with a background in electrical engineering but a gradual shift towards machine learning, data science and AI. Started from statistical signal processing and now excels in deep learning.

Subject Matter Expertise

• ☆ Biostatistics
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Fuzzy Logic
• ☆ Financial Modeling
• ☆ Statistics
• ☆ Comparative Analysis
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Statistical Computing
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Trend Analysis
• ☆ Bioinformatics
• ☆ Gene & Protein Expression Analysis
• ☆ Decision Science
• ☆ Risk Assessment & Actuarial Science
• ☆ Data Storage
• ☆ Python
• ☆ SPSS
• ☆ Matlab
• ☆ Excel
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn
• ☆ Markup Languages
• ☆ Drug Discovery
• ☆ Drug Target Identification
• ☆ In vitro Diagnostics
• ☆ Biomarker Analysis
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Technology Scouting
• ☆ Fact Checking
• ☆ Literature Search
• ☆ Gap Analysis
• ☆ Skills Training
• ☆ Technical & Scientific Writing
• ☆ Journal Selection
• ☆ Manuscript & Journal Article Writing
• ☆ Instructional Materials
• ☆ White Papers
• ☆ Case Studies
• ☆ Science Communication
• ☆ Literature Review
• ☆ Traditional/Narrative Literature Review
• ☆ Systematic Literature Review

Services

• Writing

Writing Medical Writing, Non-Medical Regulatory Writing, Technical Writing, General Proofreading & Editing

Work Experience

Data Engineer - Machine Learning Engineer

X-Chem

January 2022 - Present

Graduate Researcher

Universitat Oberta de Catalunya

November 2016 - Present

Graduate research assistant

Jeju National University

March 2014 - December 2015

Data scientist

Protege Global

March 2013 - February 2014

Education

PhD (Network and Information Technologies)

Universitat Oberta de Catalunya

September 2016 - Present

Artificial intelligence

Open university of Catalunya

November 2016 - October 2020

Master of Science (Ocean System Engineering)

Jeju National University

March 2014 - August 2016

Bachelor of Science (Electronic Engineering)

Ghulam Ishaq Khan Institute of Engineering Sciences and Technology

August 2007 - June 2011

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

David Masip, Waseem Abbas (2022). Computational Methods for Neuron Segmentation in Two-Photon Calcium Imaging Data: A Survey . Applied Sciences.

Waseem Abbas, David Masip Rodó (2022). Computational Methods for Neuron Segmentation in Two-Photon Calcium Imaging Data: A Survey . Applied Sciences.

Waseem Abbas, David Masip, Andrea Giovannucci(2020). Limbs Detection and Tracking of Head-Fixed Mice for Behavioral Phenotyping Using Motion Tubes and Deep Learning . IEEE Access. 8. p. 37891--37901. Institute of Electrical and Electronics Engineers ({IEEE})

(2019). Computer Methods for Automatic Locomotion and Gesture Tracking in Mice and Small Animals for Neuroscience Applications: A Survey . Sensors.

Waseem Abbas, David Masip Rodo(2019). Computer Methods for Automatic Locomotion and Gesture Tracking in Mice and Small Animals for Neuroscience Applications: A Survey . Sensors. 19. (15). p. 3274. {MDPI} {AG}

(2017). Automated gesture tracking in head-fixed mice . Journal of neuroscience methods.

CONFERENCE PAPER

(2014). Ultrasonic Sensor Communication System Using Steel Structures in Ship .

(2014). Data Mining in Insurance Claims (DMICS) Two-way mining for extreme values . 8th international conference on Digital Information Management.