Soumik Deb Niloy
Email: d19niloy@gmail.com
LinkedIn: linkedin.com/in/soumik-deb-niloy
GitHub: github.com/S18-Niloy
Education
B.Sc., Computer Science
BRAC University, Dhaka, Bangladesh
Professional Experience
- Natural Language Processing Engineer
Startup; Synteo.AI, Dhaka (Feb 2024 - Ongoing)
- Contractual Programmer
Standard Group, Dhaka (June 2022 - December 2022)
- Machine Vision Engineer
Mongol-Tori, Mars Rover Team of BRACU (May 2021 – April 2022)
Technical Skills
- Data Science Tools: NumPy, Pandas, Matplotlib, Keras, scikit-learn, PyTorch, TensorFlow, BERT, CV, Transformer
- Programming Languages: Python, Java, C, C#
- Frameworks: Flask, Dotnet, React.js, Node.js, MongoDB, MySQL, PostgreSQL, HTML, CSS
- Other Skills: Git, LaTeX, Web Scraping with BeautifulSoup
Personal Projects
- Web App For Twitter Hate Speech Recognition
Developed a streamlit app for hate speech detection model
GitHub Link
- Web App For Text Summerization
Developed a streamlit app for text summerization
GitHub Link
- Signature App
The Django application checks if the extracted texts match, indicating whether the signatures are identical.
GitHub Link
- Segmentation of Vegetation Plot from Arial Images
Segmentation of Vegetation Plots from Aerial Images: A Deep Learning Perspective
GitHub Link
- Car Info Extraction Using Regression
Developed a TensorFlow regression model for extracting car information.
GitHub Link
- ERP Software using ASP.net MVC
Developing an ERP software
GitHub Link
- Research paper management system
Developing an ERP software
Link
Preprints & Thesis
- Federated Learning for Empowering Large Language Models
Preprint, Supervised by Mr. Annajiat Alim Rasel
Preprint Link
- Hallucination Reduction in Large Language Models
Academic thesis supervised by Dr. Farig Yousuf Sadeque
Thesis Link