Expertise
Expertise
Consistently on the Dean's List, reflecting a high level of academic performance and dedication.
Attained good GPAs in both Higher Secondary School Certificate and Secondary School Certificate examinations.
Committed to continuous learning and improvement, which is evident in my academic achievements and ongoing pursuit of advanced topics in computer science and data analytics.
Extensive experience with machine learning algorithms, including Logistic Regression, K-Nearest Neighbors (KNN), Decision Trees, Random Forests, Support Vector Machines (SVM), K-Means Clustering, and Principal Component Analysis (PCA).
Advanced expertise in Natural Language Processing (NLP), employing tools like CountVectorizer, MultinomialNB, TfIdfTransformer, and state-of-the-art transformer models such as BERT, DistilBERT, and XLM-RoBERTa.
Proven ability to develop and fine-tune models for tasks such as hate speech detection and spam detection, achieving high accuracy.
Expert in using NumPy and Pandas for data manipulation and analysis.
Proficient in creating insightful visualizations with Matplotlib, Seaborn, Plotly, and Cufflinks.
Skilled in geographical plotting for representing spatial data effectively.
Demonstrated leadership in organizing large-scale national programs like IDEAS CHALLENGE.
Active member of the AIUB Social Welfare Club - Shomoy, contributing to various social initiatives.
Former Scout at Thakurgaon Govt. Boys’ High School, leading and participating in numerous scouting activities.
Proficient in setting up Continuous Integration (CI) and Continuous Deployment (CD) pipelines for machine learning projects, ensuring efficient and reliable deployment of models.