Hi! I am Yash.
Machine Learning × Quantitative Finance
“Deep learning is like an art gallery; every layer adds depth and complexity.”
Open to Opportunities!
Actively searching for full-time opportunities in the field of Machine Learning, Data Science and Quantitative Finance.
Skills
My technical know-howProgramming Languages
Python
Java
SQL
C/C++
Dart
MATLAB
HTML
CSS
JavaScript
Machine Learning
TensorFlow
PyTorch
SciKit-Learn
SciPy
NumPy
Pandas
Software Development
PostgreSQL
MySQL
Git
Django
Flask
Docker
Kubernetes
GCP
Visualisation Tools
PowerBI
Tableau
Matplotlib
Seaborn
Qualification
My Personal JourneySoftware Developer Intern
Tolaroid Technologies Pvt. Cairo, EgyptData Analytics Intern
Ericsson Gurgaon, IndiaMachine Learning Intern
Genpact Bangalore, IndiaGraduate Teaching Assistant
Stevens Institute of Technology Hoboken, New Jersey, USAMachine Learning Engineer
Changing The Present Manhattan, New York, USASoftware Developer
Naiva Solutions, Inc. Newark, Delaware, USAData Scientist
Avant Garde Cleanroom & Engg Solutions Pvt. Ltd. New Delhi, IndiaB. Tech.
Computer Science and Engineering
NIIT UniversityM. Sc.
Machine Learning
Stevens Institute of TechnologyM. Sc.
Quantitative Finance
University of ManchesterProjects
Most recent work
Topic Classification of United Nation Speeches
Utilized NLP models like BERT and Graph Neural networks to perform topic classification in a semi-supervised manner Skills employed: NLP, Tensorflow, Python, Graph Neural Networks
GitHub
Multilingual News Article Similarity
Implemented Deep Neural Networks to calculate similarity between news articles of multiple languages Skills employed: NLP, Tensorflow, Python, XLMRoberta
Arctic Ecology Simulation
Arctic Ecology is at high risk due to global warming! This RnD project simulates 2 species of the Arctic Circle, namely, the Polar Bear and the Ringed Seals. The system will simulate inter species interactions, intra species interactions as well as interactions between the agents and the environment in order to understand the ecology.
GitHub
Text-to-Image Generation
Generated images from single-line text using Generative Adversarial Networks like TediGAN and DCGAN.The model has been trained on multiple datasets: COCO Dataset, CUB Bird Dataset, Multi-Modal-CelebA-HQ Dataset.
Human Counting
Created a web app that hosts a model that counts humans in images, videos, and live streams. Used Django and YOLOv3 architecture.
GitHub
Predicting Data Scientist Job-Hopping Propensity
Led a project predicting data scientist job transitions using ML algorithms and data analysis tools. Skills employed: Python, TensorFlow, Numpy, Pandas, SciKit-Learn
GitHub
SoCure
SoCure, a one-stop-shop for all your medical needs. This is an app that searches nearby pharmacies, looks for a single pharmacy with all your medical needs, and places an order. This app also provides an in-app consultancy facility as well as a request to change the medicine in a prescription.
GitHub
The Slate
The Slate is a replacement for classroom notebooks. It is a display powered by Raspberry Pi 4A and stores all notes written on to the Google Drive Cloud linked with the email used for signing in. Enables immediate access for reviewing currently or can be converted to PDF to be viewed later. A scalable project developed for the digitization of education.