# Eesha Khan

Eesha Khan is a remote worker on Himalayas, Teaching Assistant, Cloud Computing at FAST-NUCES, based in Pakistan.

Source: https://himalayas.app/@eeshakhan1

```text
AI graduate whose FACT++ hand-keypoint fusion approach reached 88.6% accuracy on the GTEA action-recognition benchmark.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | Pakistan |
| Authorized to work in | Pakistan |
| Salary expectations | 35k+ USD |
| Job categories | Artificial Intelligence Graduate, Computer Vision Engineer, Machine Learning Engineer, Research Engineer |
| Skills | AI, Computer Vision, Action Recognition, Object Detection, Deep Learning, Reinforcement Learning, Proximal Policy Optimization (PPO), Soft Actor Critic, Vision Transformer, Generative Models, Generative Adversarial Networks (GANs), Variational Autoencoders (VAE), Natural Language Processing, Machine Learning, Data Analysis |
| LinkedIn | https://linkedin.com/in/eeshakhan |

## About

```text
My FACT++ research combines hand-keypoint information at multiple stages to improve action recognition from egocentric video. It achieved 88.6% accuracy on the GTEA benchmark and was presented at IEEE ICMI 2025.

For EcoDrive, I trained PPO and SAC reinforcement-learning agents in the CARLA simulator to navigate an autonomous vehicle through waste-collection tasks. The system used an NVIDIA Jetson Nano for on-board compute.

I also fine-tuned a Vision Transformer for video action recognition and implemented cGAN, CycleGAN, and VAE models for image translation and synthetic signature generation.

At FAST-NUCES, I worked as a Teaching Assistant in Cloud Computing and as an AI Lab Demonstrator. I ran tutorials and lab sessions, evaluated assignments, and helped students with experiments and debugging.
```

## Experience

### Teaching Assistant, Cloud Computing

FAST-NUCES. Jan 2025 - Jun 2025

```text
Ran tutorials and lab sessions for undergraduates; evaluated assignments and gave feedback.
```

Skills: Cloud-Computing, Teaching, Lab-Instruction, Feedback

### Lab Demonstrator, Artificial Intelligence Lab

FAST-NUCES. Jan 2023 - Jun 2023

```text
Guided students through AI lab experiments, explaining concepts and helping debug their code.
```

Skills: AI, Debugging, Lab-Instruction, Student-Guidance

## Education

### Udemy

Advanced Computer Vision, Computer Vision. 2025 - 2025

```text
Completed an advanced computer vision course on Udemy.
```

### National University of Computer and Emerging Sciences (FAST-NUCES)

Bachelor of Science, Artificial Intelligence. 2021 - 2025

```text
Pursued a BS in Artificial Intelligence with relevant coursework in machine learning, deep learning, computer vision, natural language processing, and generative AI.
```

### Udemy

Data Science and Machine Learning Bootcamp, Data Science and Machine Learning. 2022 - 2022

```text
Completed a data science and machine learning bootcamp on Udemy.
```

## Tech stack

- NumPy
- Pandas
- OpenCV
- Python
- C++
- PyTorch
- scikit-learn
- Matplotlib

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

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