# souharda mandol

souharda mandol is a remote worker on Himalayas, Software Development Intern at CodeSpeedy Technology Pvt. Ltd., based in India.

Source: https://himalayas.app/@souhardamandol

```text
AI/ML Engineer developing an attention-based handwritten text recognition pipeline and computer vision applications with Python and PyTorch.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | India |
| Authorized to work in | India |
| Salary expectations | 495k+ INR |
| Job categories | AI ML Engineer, Software Engineer, Computer Vision Engineer |
| Skills | Machine Learning, Deep Learning, Computer Vision, Optical Character Recognition (OCR), Image Processing, Character Segmentation, Transfer Learning, Convolutional Neural Networks (CNNs), Secure Systems, AES Encryption, Python, PyTorch, TensorFlow, Keras, scikit learn |
| LinkedIn | https://linkedin.com/in/souharda-mandol-61b88a237 |
| GitHub | https://github.com/Souhardamandol |

## About

```text
I developed an end-to-end handwritten optical character recognition pipeline on the IAM dataset, combining computer vision and deep learning. For my M.Tech dissertation, I segmented characters with Otsu thresholding and contour sorting, then fine-tuned a ResNet-18 with CBAM attention to achieve 75.40% validation accuracy.

In my Java security project, I developed a desktop application to encrypt, hide, and restore local files using AES, with email-based OTP authentication. I also trained a flower classifier that reached 90% average test accuracy and built a Tkinter interface for image predictions.
```

## Experience

### Software Development Intern

CodeSpeedy Technology Pvt. Ltd.. Aug 2023 - Aug 2023

```text
Authored and published programming code packets on CodersPacket.com to assist global developers. Structured reusable software modules and technical code implementations across programming languages.
```

Skills: Programming, Software-Development, Code-Documentation

## Education

### Government College of Engineering and Ceramic Technology

M.Tech, Computer Science & Engineering (AI & ML). 2024 - Present. Grade: 8.78 CGPA

```text
Pursuing M.Tech in Computer Science & Engineering with a focus on Artificial Intelligence and Machine Learning, achieving a CGPA of 8.78.
```

### Murshidabad College of Engineering and Technology

B.Tech, Computer Science & Engineering. 2021 - 2024. Grade: 8.53 CGPA

```text
Completed B.Tech in Computer Science & Engineering with a CGPA of 8.53.
```

### Berhampore Polytechnic College

Diploma, Computer Science & Technology. 2018 - 2021. Grade: 9.00 OGPA

```text
Completed Diploma in Computer Science & Technology with an OGPA of 9.00.
```

## Tech stack

- NumPy
- Pandas
- MySQL
- OpenCV
- Python
- Java
- C++
- C
- TensorFlow
- PyTorch
- scikit-learn
- Keras
- Git
- SQL
- Google Colab
- Matplotlib
- Java Swing

To contact souharda, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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