Farjana Sultana Samia

Technical Skills

• Programming Languages

  • Python
  • C
  • C++
  • C#
  • Java
  • JavaScript
  • MATLAB
  • R

• Machine Learning & Deep Learning

  • PyTorch
  • TensorFlow
  • Keras
  • scikit-learn
  • Neural networks
  • CNN
  • Transfer learning
  • Clustering (k-means, hierarchical)
  • Model fine-tuning

• NLP & Large Language Models

  • Prompt engineering
  • Hugging Face Transformers
  • Claude API
  • BERT
  • sentence-transformers
  • LangChain
  • FAISS
  • Retrieval-augmented generation (RAG)
  • Entity linking
  • Information extraction
  • Relation extraction
  • Knowledge graphs
  • Zero-shot learning
  • Aspect-based sentiment analysis
  • Multi-label classification
  • Bengali NLP

• Computer Vision

  • OpenCV
  • Image classification
  • Object detection
  • Faster R-CNN
  • SSD
  • YOLO
  • ResNet50
  • Medical imaging

• High-Performance Computing

  • GPU computing
  • HPC clusters
  • Cluster job execution
  • Docker
  • Linux

• Data Engineering & Databases

  • NumPy
  • Pandas
  • Matplotlib
  • Statistical analysis
  • Data visualization
  • Data pipelines
  • JSON event-log processing
  • Web scraping
  • Scrapy
  • Selenium
  • Requests
  • BeautifulSoup
  • MySQL
  • MongoDB
  • Elasticsearch
  • REST API

• Web & Application Development

  • Node.js
  • Flask
  • FastAPI
  • Django
  • ASP.NET
  • Funix
  • HTML
  • CSS
  • Bootstrap
  • PHP

• Tools & Documentation

  • Git
  • GitHub
  • LaTeX
  • MS Office
  • Adobe Illustrator
  • OriginPro