Profile Details

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Hire Dr. Aakash K.

Pakistan

USD 50 /hr

Machine Learning Expert | Technical Writer | LaTex Expert

Profile Summary

Pursuing PhD (USTC, China) in Deep Learning engineering with a focus on Deep Compression (Pruning) and Reduction of Multiplications including international Publications, also doing job in reputed research institute as Data Scientist. I have more than 3 year working experience my mentioned field. I am part time freelancer and I use to work on technical assignments and different types projects in field of Artificial Intelligence. I have worked on both software and hardware related projects [can show up on request]. I have expertise in aforementioned field. I will try my best to fulfill clients requirements. I have also expertise in Python, Pytorch, Tensorflow, Academic writing, Technical Report Writing, Content Writing, Technical Writing, Programming Debugging, Sklearn library, Pandas and Microsoft office. Experienced in working with LaTeX. • Formatting text • Equations, tables, figures and references • TiKz illustrations • Pgfplots and pgfplotstable • CV formatting with moderncv Experianced in working with Ms Word • Formatting text • Equations, tables, figures and reference • Create Fillable PDFs • Typing • CV formatting with moderncv • PDF to Word conversion Experienced in working with Microsoft Visio • Block Diagrams • Flowcharts • Histograms • Pie-charts

Subject Matter Expertise

• ★ Machine Learning
• ★ LaTex
• ★ Technical & Scientific Writing
• ☆ Data Science
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Python
• ☆ Manuscript & Journal Article Writing

Services

• Writing
• Research
• Data & AI
• Product Development

Writing Technical Writing, Copywriting

Research Market Research, Systematic Literature Review, Secondary Data Collection

Data & AI Statistical Analysis, Algorithm Design-Non ML, Data Visualization

Product Development Formulation

Work Experience

Deep Learning | Machine Learning | Data Science

Cosima.ai

March 2021 - Present

Deep Learning Researcher

Cosima.AI

March 2021 - Present

Machine learning Expert

Upwork Global Inc

March 2020 - Present

Dataanalyst

Japan International

April 2012 - May 2013

Education

Doctor of Philosophy (Ph.D)

University of Science and Technology of China

September 2017 - Present

MS Computer Science

University of Science and Technology of China

September 2014 - July 2017

Certifications

• HSK

  HSK-China

  September 2013 - Present

Publications

JOURNAL ARTICLE

Aakash Kumar, Baoqun Yin, Ali Muhammad Shaikh, Munawar Ali, Wenyue Wei (2022). CorrNet: pearson correlation based pruning for efficient convolutional neural networks . International Journal of Machine Learning and Cybernetics.

Sifan Peng and Baoqun Yin and Xiaoliang Hao and Qianqian Yang and Aakash Kumar and Luyang Wang(2021). Depth and edge auxiliary learning for still image crowd density estimation . Pattern Analysis and Applications. Springer Science and Business Media {LLC}

Ajeet Kumar Bhatia and Ju Jiang and Aakash Kumar and Syed Awais Ali Shah and Avinash Rohra and Zhen ZiYang(2021). Adaptive preview control with deck motion compensation for autonomous carrier landing of an aircraft . International Journal of Adaptive Control and Signal Processing. 35. (5). p. 769--785. Wiley

Aakash Kumar, Ali Muhammad Shaikh, Yun Li, Hazrat Bilal, Baoqun Yin(2021). Pruning filters with L1-norm and capped L1-norm for CNN compression . Applied Intelligence. 51. (2). p. 1152--1160. Springer Science and Business Media {LLC}

CONFERENCE PAPER

(2020). Reduction of Multiplications in Convolutional Neural Networks . 2020 39th Chinese Control Conference (CCC).

(2019). Real-Time Lane Detection and Tracking for Advanced Driver Assistance Systems . 2019 Chinese Control Conference (CCC).

BOOK CHAPTER

(2019). Using Feature Entropy to Guide Filter Pruning for Efficient Convolutional Networks . Lecture Notes in Computer Science.