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Taskeen Jafri



TASKEEN JAFRI

> Hey! I'm Taskeen, freshman undergraduate at ASU, studying Applied Mathematics
> and Astrophysics. I like to learn, build, and teach.

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THINGS I DO


MACHINE LEARNING PROJECTS

I have always been fascinated by Machine learning and AI modelling and love
learning and working on my own projects. I am excited to share my recent
projects, and have conveyed my understanding of what I learnt through detailed
explanation in a way that anyone can understand!



I am thrilled to share my recent accomplishment in participating in a highly
competitive hackathon. Collaborating with talented individuals, we tackled
complex challenges and pushed the boundaries of innovation. Join me as I recount
the exhilarating moments and showcase the exceptional projects that emerged from
this transformative experience.

Scam Buster



I have recently learnt about Optical Flow, and enjoyed it. I actively delved
deeper into the field, and learnt about FlowFormer, the most recent Optical Flow
model, which performs highly accurately even for the toughest datasets like the
Sintel Dataset.

FlowFormer



Moving forward, I learnt about NeRFs, 3D modelling softwares, with tons of
applications and highly useful features. They take 2D images along with poses as
input and give a 3D scene as an output, rendering new views as well. Check it
out:

NeRFs



Coding a CNN (Convolutional Neural Network) was my second project. It classifies
handwritten digits to their respective classes, with an accuracy of 99.2%:

Handwritten Image Classification with PyTorch



Here is my very first project, optimizing complex functions using PyTorch:

Function Optimization Examples in Python




EXPLORING SCIENCE:

Recently, I attended one of the Watson lectures at Caltech. These lectures are
public talks where scientists share their latest work. This particular lecture
was given by Wei Gao, a professor at Caltech who works on biosensors.

Biosensors

I was really excited about the talk on biosensors and enjoyed it a lot. After
the visit to Caltech, I also visited the Stanford Bio-X labs.




🥑 ASTROPHYSICS

I have always been fascinated by the mysteries of the universe, and I have spent
many hours studying the latest developments in astrophysics. I am particularly
interested in the search for exoplanets and the study of dark matter and dark
energy, and I am eager to contribute to the ongoing research in these areas.

Dark matter is a key area of research in astrophysics as it holds the potential
to revolutionize our understanding of the universe. Despite its importance, much
about dark matter remains unknown and scientists are still searching for direct
evidence of its existence. It is believed that dark matter plays a crucial role
in the formation and evolution of galaxies, and a better understanding of this
mysterious substance could lead to a greater understanding of the universe as a
whole.

In addition to dark matter, the study of exoplanets has also garnered
significant attention in recent years. The discovery of exoplanets has not only
expanded our knowledge of the possibilities of extraterrestrial life, but it has
also provided new insights into the formation of planetary systems and the
diversity of planetary environments.

That is incredibly fascinating.






ACTIVITIES I LOVE:

My origami pieces
Taskeen Jafri
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