
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
kd_pruning_quantization_framework_for_nlp
January 5, 2026 – Present
kd_pruning_quantization_framework_for_nlp — GitHub repository
View Projectfinetuning_framework_for_cyberbullying
December 19, 2025 – Present
finetuning_framework_for_cyberbullying — GitHub repository
View Projectfraud-detection-api
November 13, 2025 – December 16, 2025
Fraud Detection API using XGBoost and FastAPI
View ProjectBD-NID-KYC
November 13, 2025 – November 13, 2025
A full-stack web application that automates the Know Your Customer (KYC) process for Bangladesh National ID (NID) cards.
View ProjectE-CommerceChurnPipeline
October 16, 2025 – October 17, 2025
A complete machine learning pipeline to predict customer churn based on customer data.
View ProjectTalktail
October 15, 2025 – October 16, 2025
An intelligent e-commerce chatbot designed to provide instant, natural-language answers to customer questions about products.
View ProjectNLP_Cyber_Bullying
August 7, 2025 – August 26, 2025
This project aims to implement tiny LLMs efficiently to detect multi level harassment and cyber bullying in Bangla language.
View ProjectFinetune-Bangla-BERT-on-Bangla-Cyber-Bullying-Data
July 15, 2025 – November 14, 2025
A modular Python framework for fine-tuning the BanglaBERT model on a Bangla cyberbullying dataset for multi-label classification
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in data science and NLP. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit. The projects show initiative and self-direction, which can be positive attributes.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.