Machine Learning Data Scientist

Mohammad Fayez Ullah

****************@*****.*** +1-347-***-**** New York City, USA fayez94 fayez94

24th Dec 2000 mohammadfayezullah

PROFILE

I am a Computer Science and Engineering graduate with a focus on Machine Learning and Natural Language Processing. I specialize in designing and deploying advanced machine learning models, building innovative NLP solutions, and leveraging cutting edge techniques to tackle complex, real world challenges. EDUCATIONS

B.Sc. in Computer Science & Engineering

Chittagong University of Engineering & Technology (CUET) CGPA: 3.50/4.00

02/2019 – 07/2024

Chittagong, Bangladesh

Higher Secondary School Certificate (HSC)

Birshreshtha Munshi Abdur Rouf Public College

GPA: 5.00/5.00

06/2016 – 05/2018

Dhaka, Bangladesh

SKILLS

Languages

Python, C, C++

Development & Tools

Git/GitHub, Gradio, Streamlit

ML & AI Frameworks

PyTorch, TensorFLow, FastAI, Transformers,

LangChain

Data Processing & Analytics

Pandas, NumPy, Matplotlib, Seaborn, Plotly, Scikit- Learn, Tableau, Selenium

PROJECTS

Automatic Speech Recognition for Code-Mixed Bangla-English Language Developed an Automatic Speech Recognition (ASR) model for transcribing code-mixed Bangla-English speech using deep learning. Leveraged pre-trained models, including Facebook’s XLSR-Wav2Vec2, Nvidia’s QuartzNet- CTC, and Whisper-Medium, trained on the manually collected CodeMixed-BanEng corpus. Whisper-Medium achieved the best Word Error Rate (WER) and Character Error Rate (CER). Logo Classification of Cars

Designed and implemented an end-to-end deep learning model for classifying car brand logos using CNNs. Utilized FastAI and ResNet34, applying transfer learning and data augmentation to improve model performance. Deployed the model on Hugging Face Spaces using Gradio, enabling an interactive user interface, and integrated it with a GitHub page for seamless access and version control. Brainbolt-AI MCQ Master

It is an AI-based project that automates the generation and evaluation of multiple-choice questions (MCQs) using OpenAI's GPT and LangChain. The system processes input files (PDF/TXT), generates MCQs, evaluates their complexity and tone, and presents them via a Streamlit interface. Fortune Global: A Tableau Journey

It is a data visualization project that leverages Tableau to analyze and present data from the Fortune Global 500 companies. The project focuses on creating interactive and insightful dashboards that provide visual insights into company performance, industry trends, and global economic factors. AWARDS

Best Paper Awards, BLP

EmptyMind at BLP-2023 Task 1: A Transformer-based Hierarchical-BERT Model for Bangla Violence-Inciting Text Detection

12/2023

INTERESTS

Machine and Deep Learning Natural Language Processing (NLP) Multimodal and Low-Resource NLP PUBLICATIONS

EmptyMind at BLP-2023 Task 1: A Transformer-based Hierarchical-BERT Model for Bangla Violence-Inciting Text Detection, Association for Computational Linguistics

12/2023

EmptyMind at BLP-2023 Task 2: Sentiment Analysis of Bangla Social Media Posts using Transformer-Based Models,

Association for Computational Linguistics

12/2023

ACHIEVEMENTS

9th @ BLP Shared Task 1: Violence Inciting Text Detection (VITD), First Workshop on Bangla Language Processing @ EMNLP-2023 09/2023

7th @ BLP Shared Task 2: Sentiment Analysis of Bangla Social Media Posts, First Workshop on Bangla Language Processing @ EMNLP-2023 09/2023

4th @ Multimodal Sentiment Analysis (Task-1),

International Workshop on Computational Linguistics and Bangla Language Processing

(CLBLP 2023)

02/2023

6th @ Sentiment Analysis of Code-Mixed Text (task-2), International Workshop on Computational Linguistics and Bangla Language 02/2023

Processing (CLBLP 2023)

POSITION OF RESPONSIBILITY

Industrial Attachment Trainee

Spectrum Engineering Consortium (Pvt.) Ltd

09/2023 – 09/2023

Dhaka, Bangladesh

EXTRACURRICULAR ACTIVITIES

Cox'sBazar Students' Forum, CUET

President

2022 – 2023

REFERENCES

Md. Mynul Hasan, Assistant Professor,Department of Computer Science and Engineering, Chittagong University of Engineering and Technology *****@****.**.**, +880 160*******

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