My Story
A little bit about Me
I am Salman Farshi, graduated from North South University, a deep learning enthusiast, like to explore different types of technology related to AI/ML, and currently working with different types of deep learning projects
Hobbies And Interests
I have a big heart for pets, and I'm especially fond of my four adorable and friendly cats. Aoshima, Japan's Cat Island, holds a special place in my heart because it's a whole island filled with cats – it's like a dream come true for me.
Additional hobbies and interests:
- Traveling: Exploring new places and experiencing different cultures is a passion of mine.
- Sports: I'm a sports enthusiast, playing cricket and football and enjoying the thrill of the game.
Information
Name Salman Farshi
Birthday January 1, 1996
Phone 01779989094
Email Salmanfarshinsu@gmail.com
Github https://github.com/sftSalman
Education
UNDERGRADUATE NORTH SOUTH UNIVERSITY, DHAKA
DEPARTMENT COMPUTER SCIENCE AND ENGINEERING (CSE)
HIGHER SECONDARY SCHOOL CERTIFICATE(HSC)
GOV SHAHID BULBUL COLLAGE PABNA
SECONDARY SCHOOL CERTIFICATE(SSC/DAKHIL)
PABNA ISLAMIA MADRASHA
Skills
Skills
Programming Languages:
- Python
- C
- C++
- Swift
Frameworks:
- Scikit-learn
- TensorFlow
- PyTorch
Machine Learning Algorithms:
- Neural Network
- Linear Regression
- Logistic Regression
- Support Vector Machine
- KNN
- Random Forest
- Decision Tree
Deep Learning Algorithms:
- GAN (Generative Adversarial Network)
- Computer Vision
- CNN (Convolutional Neural Network)
- Auto Encoder
- VAEs (Variational Autoencoders)
- Neural Style Transfer
Applications:
- Object detection
- Image Generation
- Image Segmentation
- Face Detection
- Face Recognition
- Prediction
- Recommendation System
- Anomaly Detection
- Image classification
Web:
- HTML
- CSS
- PHP
- Django
Database:
- SQL
- Firebase
Other Skills:
- Data Cleaning
- Data Visualization
- Feature Selection
- PCA (Principal Component Analysis)
Development Skills:
- Native iOS development (Beginning stage)
Professional Working Experience
Company Name:
North South University
Job Title:
Research Assistant
Job Responsibilities:
- Review latest paper
- Data Collection and Preparation
- Experiment Design
- Model Development
- Training and Evaluation
Technology / Language Used:
Python, Deep Learning, Computer Vision, Generative AI
Duration:
December 2021 – May 2023 (1 Year 6 months)
Research And Projects
AI Powered Smart Agriculture System
Arable , Non-Arable And Waste Land Detection Using Deep Learning
GitHub Repository
Abstruct-art-generationDCGAN
Creating mesmerizing abstract art using powerful Deep Convolutional Generative Adversarial Networks (DCGANs) and the Artbence dataset
GitHub Repository
Risky Building Detection using Deep Learning
This project aims to address the alarming issue of risky buildings in Dhaka city, Bangladesh, by leveraging deep learning technology to detect and identify these buildings from satellite images. By accurately identifying risky buildings,
GitHub Repository
Deploying custom object detection model using Yolov5 and RESTAPI
This project shows how to deploy deep learning model and solve a small dataset challenge for training and evaluating object detection model using YOLOv5. YOLOv5 is a state-of-the-art object detection algorithm known for its speed and accuracy
GitHub Repository
Predicting the winner of T20 world cup
Machine learning for advanced predection. We have used different types of machine learning algorithm for getting better result. We achieved 64% accuracy in logistic Regression that is very effective for t20 matches
GitHub Repository
NeuroART
Paint Neural Style Transformation is a Python-based application that applies neural style transfer to images, giving them an artistic, painted look
GitHub Repository
Pothole detection using yolov4
In this project We tried detect path hole using deep learning tech. In this project I have used yolov4 model and darknet framework.
GitHub Repository
FlowerGen-flower Generation using WGAN
This project focuses on using the Oxford Flower dataset to train a Wasserstein Generative Adversarial Network (WGAN) for generating realistic flower images.
GitHub Repository
ToDo:Daily
activity monitoring apps that would monitor and analysis our daily works using IOS.
GitHub Repository
Say Hi
I am searching for a place where I can put my efforts properly and passionately. Besides working on this amazing technology, I also like to work on different types of technologies that can solve real-life problems
love to work on deep learning and artificial intelligence; it is my passion to learn this technology and try to solve real-world problems. I work in this field as if I am doing my favourite things. .
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