cv
Basics
| Name | Debasish Dutta |
| Label | Research Scholar, Computer Science |
| debasish@gauhati.ac.in | |
| Phone | (91) 84720-84923 |
| Url | https://debasishdutta.com |
| Summary | Gauhati University, Jalukbari |
Work
-
2023.08 - Present Research Scholar
Computer Science Department, Guwahati University
Conducting advanced research in Computer Science, specializing in Deep Learning and its applications in Microscopy Image Analysis. And also collaborating with interdisciplinary teams to integrate domain knowledge and enhance research outcomes.
- Conducting advanced research in Computer Science, specializing in Deep Learning and its applications in Microscopy Image Analysis.
- Collaborating with interdisciplinary teams to integrate domain knowledge and enhance research outcomes.
- Assisting in teaching undergraduate and graduate courses, preparing lecture materials, and guiding students through practical sessions.
-
2021.01 - 2021.03 NLP Intern
Artifical Brix
- Developed and implemented an advanced document classifier utilizing OCR engines and machine learning algorithms, achieving an impressive accuracy rate of 93%, resulting in a significant 50% reduction in processing time for document review.
- Spearheaded the development of a song-audio classifier based on emotions, achieving an accuracy rate of 85% using a combination of NLP and audio analysis techniques, resulting in a 30% increase in user engagement on the music app.
Volunteer
-
2023.09 - Present Trainer Associate
Mantra Associates
Conducted and assisted in Student Training Programme training sessions.
Education
Awards
- 2024.01.18
Certificates
| Deep Learning Specialization | ||
| DeepLearning.AI | 2024-12-08 |
| Machine Learning Specialization | ||
| DeepLearning.AI | 2024-06-19 |
| Research Methodology & Ethics | ||
| Swyam | 2023-12-12 |
| Nand 2 Tetris | ||
| Hebrew University of Jerusalem | 2022-08-21 |
| DSA in Python | ||
| IITM | 2022-08-01 |
Skills
| Computer Vision | |
| Image Enhancement | |
| Microscopy Image | |
| Image Segmentation | |
| Super Resolution | |
| Deconvolution |
| Machine Learning | |
| SVM | |
| Deep Learning | |
| ANN | |
| CNN | |
| GAN | |
| Neural Networks | |
| Transformers |
Languages
| Hindi | |
| Native speaker |
| Assamese | |
| Native speaker |
| English | |
| Fluent |
Interests
| Microscopy Image Enhancement | |
| Deep Learning | |
| Super-Resolution | |
| Denoising | |
| Deconvolution Techniques | |
| Image Restoration | |
| Fluorescence Microscopy |
| Artificial Intelligence | |
| Machine Learning | |
| Transformers | |
| Computer Vision | |
| Instance Segmentation | |
| Image Processing | |
| Neural Networks |
| Super-Resolution in Microscopy | |
| Traditional Techniques | |
| Wavelet Super-Resolution | |
| Fourier Interpolation | |
| Iterative Back Projection | |
| Software-Based Solutions |
| Programming and Software Development | |
| Python | |
| Keras | |
| Image Processing Libraries | |
| MERN Stack | |
| Database Management | |
| Reusable Functions |
| Reading & Literature | |
| Classic Literature | |
| Fyodor Dostoevsky | |
| Franz Kafka | |
| Contemporary Non-fiction | |
| Psychology of Money | |
| Biographies |
| Photography & Aesthetics | |
| Minimalist Aesthetics | |
| Nature Photography | |
| Bookshelf Captures | |
| Documenting Everyday Moments |
Projects
- 2020.01 - 2021.01
Disease Predictor
A disease prediction system that utilizes machine learning algorithms to analyze patient data and predict potential diseases. The project aims to assist healthcare professionals in making informed decisions based on data-driven insights. Built using Python and various ML libraries.
- Machine Learning
- Python
- Healthcare
- 2021.06 - 2022.06
Console RPG Game
A console-based RPG game that allows players to explore a fantasy world, complete quests, and battle enemies. The game features a turn-based combat system, character customization, and an engaging storyline. Built using C++
- C++
- Console RPG