Machine Learning Engineer

Tanjela Akter

AI and Machine Learning Engineer Data Science Time Management Collaboration

+880********** # *******.******@*****.*** ï LinkedIn § GitHub Personal Summary

I develop clear Python code and use Machine Learning Frameworks to make the Daraz chatbot more efficient. By applying new ideas and advanced machine learning models, I use the best algorithms, frameworks, and libraries to boost performance. I work closely with different ventures and the Alibaba tech team, always staying updated with the latest in machine learning to find new ways to improve model accuracy and efficiency. Skills

Python; C++; Computer vision; CNN; LLMs; Feature engineering; ML libraries; TensorFlow; Pytorch; Scikit-Learn; Pandas; NLP; Keras; Generative AI; Problem-Solving; Collaboration; Continuous Improvement Work Experience

Alibaba Group - Daraz Bangladesh September 2023 – Present Chatbot Associate Bangladesh

• Skilled in adding new features with Python, implementing advanced machine learning models using the best algorithms, frameworks, and libraries

• Collaborating effectively on deploying innovations, generating $21,062.68 in revenue during an 11.11, 2023 campaign

• Utilized problem-solving and data analysis skills to preprocess and analyze large datasets from over 30,000 daily customer queries

• Collaborated effectively with other ventures and the Alibaba tech team to understand business requirements, gather feedback, and deliver impactful solutions

Dreamers Academy October 2022 – August 2023

Coding Instructor Bangladesh

• Taught 500+ students per month worldwide, covering topics such as Scratch, Python, Mobile app development, and Web development

• Led and trained 10+ new instructors Collaborating effectively Education

Shahjalal University of Science & Technology Sylhet, Bangladesh Bachelor of Science in Physics Passing-Year: 2023

• Relevant Coursework: Computational Physics[Python], Intro to Computer Language, Statistics And Probability Research And Projects

Studying Massive Elliptical Galaxies through Strong Lensing

• Directed the investigation of relationships between galaxy positions, angles, and nearby object density using researched, designed, and implemented state-of-the-art machine learning models

• Analyzing and preprocessing image datasets, ensuring data quality, feature engineering, and transformation for optimal model performance

• Python, Machine Learning, Team Management, Code review, Agile planning [Website Link] Seller Chatbot ”SIA” [ Associated with Alibaba Group ]

• Co-founded Seller Chatbot SIA, a solution for efficiently resolving seller queries within a reasonable time frame, resulting in approximately $60,000 cost efficiency for BD

• Utilized Python, NLP, LLM, Machine Learning, Artificial Intelligence, Agile Planning, Code Review, Source control Skin Cancer HAM10000 Datasets

• Developed a machine learning model using a large dataset of 10,000 skin cancer cases

• Utilized diverse data analysis techniques to evaluate effectiveness, achieving 90% efficiency in implementing targeted fixes for specific issues

• Utilized Python, Machine Learning, TensorFlow, Pytorch, Scikit-Learn, Image processing, Source control

[Thesis Link]

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