プロフィール詳細

プロジェクトを作成

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Rukshar A.に依頼

Thailand

ML/AI Engineer/Data Scientist(2+ years exp.); Django Developer; Web Scraper; Technical Writer; Data Entry;

プロフィール概要

GitHub: rukshar69 (Portfolio) LinkedIn: ruksharalam AI and Machine Learning Expertise: Proficient in various facets of Python Machine Learning including: Natural Language Processing (NLP) | Computer Vision | Audio Analysis | Graph Machine Learning Recommendation Systems| Reinforcement Learning | Unsupervised Learning Prompt Engineering | Data Analysis/Visualization | Time Series Analysis Services provided in AI/ML: Data Cleaning and Processing | Exploratory Data Analysis | Feature Engineering Model Construction/Selection/Experimentation Performance Analysis | Model Deployment Literature Review | Report/Paper Writing Backend Development Proficiency: Skilled in: Django | FastAPI | Flask SQL/NoSQL Databases | Database Design Services provided in Backend: Python-based Backend Development | API Construction Web Scraping Mastery: Experience in utilizing tools like: Scrapy/ Requests/ BeautifulSoup | Playwright Data Entry: Google doc/spreadsheet, Microsoft Excel/Word MLOps/DevOps Expertise: Proficiency in: Docker Git Actions Professional Achievements: Enhanced accuracy of action detectors from detected human keypoints at Hiperdyne Corporation. Developed expertise in keypoint detecting computer vision models including HRNet, HigherHRNet, KAPAO, EvoSkeleton, and MMPose. Involved in the design of an educational AI-AR app at Char Chokka Ltd., utilizing OCR and YOLO for diverse language and math expression detection. Contributed to publications such as "Compressed Neural Architecture Utilizing Dimensionality Reduction," "Neuro-Scientific Analysis of Weights in Neural Networks," and "Truth or Lie: Pre-emptive Detection of Fake News in Different Languages Through Entropy-based Active Learning and Multi-model Neural Ensemble." Research and Development Experience: Investigated the effects of Covid-19 policies on transport outcomes, air quality, and traffic fatality in Bangladesh in collaboration with the University of Leeds and funded by UKaid. Worked on machine translation for endangered indigenous languages at Beyond The Hills and achieved recognition in the Top 10 of the AI for Bangla Season 1.0 competition organized by the Bangladeshi Government. Dedication to Innovation: With a strong academic foundation and a deep understanding of AI and Machine Learning, I am committed to delivering innovative and high-quality solutions to bring your ideas into reality. Currently, I am expanding into Python-based web scraping and backend development. In addition, with a love for everything data, I'm looking for opportunities in data entry.

専門分野

• ★ Data Analysis
• ★ Machine Learning
• ★ Python
• ☆ Data Mining
• ☆ Natural Language Processing
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ SQL
• ☆ Tensorflow
• ☆ Scikit-learn
• ☆ Software Development
• ☆ DevOps
• ☆ Literature Review

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Technology Scouting, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

AI ML Engineer

Hiperdyne Corporation Ltd

9月 2021 - 11月 2022

AI Research Scientist

Char Chokka Ltd.

1月 2021 - 8月 2022

Research Assistant(Data Science)

Bangladesh University of Engineering and Technology(Civil Eng. Dept.)

12月 2020 - 3月 2021

Software Engineer

Business Accelerate BD. Ltd.

2月 2020 - 6月 2020

Research Assistant(Deep Learning)

Bangladesh University of Engineering and Technology(CSE Dept)

11月 2018 - 4月 2019

学歴

B.Sc. in Computer Science and Engineering

Bangladesh University of Engineering and Technology

6月 2014 - 10月 2018

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Rukshar Alam, Md. Saqib Hasan, Muhammad Abdullah Adnan(2022). Compressed neural architecture utilizing dimensionality reduction and quantization . Applied Intelligence. Springer Science and Business Media {LLC}

Rukshar Alam, Md. Saqib Hasan, Muhammad Abdullah Adnan(2021). Neuro-Scientific Analysis of Weights in Neural Networks . International Journal of Pattern Recognition and Artificial Intelligence. 35. (14). World Scientific Pub Co Pte Ltd

CONFERENCE PAPER

Rukshar Alam, Md. Saqib Hasan, Muhammad Abdullah Adnan(2020). Truth or Lie: Pre-emptive Detection of Fake News in Different Languages Through Entropy-based Active Learning and Multi-model Neural Ensemble . 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). {IEEE}