Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
certifications
Deep Learning Specialization (DeepLearning.AI)
Courses:-
- Neural Networks and Deep Learning
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
- Structuring Machine Learning Projects
- Convolutional Neural Networks
- Sequence Models
Machine Learning Specialization (DeepLearning.AI)
Courses:-
- Supervised Machine Learning: Regression and Classification
- Advanced Learning Algorithms
- Unsupervised Learning, Recommenders, Reinforcement Learning
- Sequences, Time Series and Prediction
projects
High-Frequency Trading Strategy Development
This project involves the development of a high-frequency trading (HFT) strategy using Strategy Studio, a multi-asset class strategy development software. The goal is to capture market inefficiencies through rapid execution and sophisticated algorithms. The project covers the entire journey from initial concept to deployment, including rigorous backtesting, parameter optimization, and results analysis.
Link to the project
Backtesting Pipelines for Strategy Studio
Architected Backtesting Pipelines incorporating Bash scripts, Python automation , C++ Strategy Scripts and Makefile commands for Strategy Studio. Simplified Strategy Management and Parameter Optimization to be run entirely with a single command and parameter files. Also Documented the scripts and instructions for future reference and other students.
Link to the project
Custom Trading Engine for Day Trading Forex and Equity products
This project utilises various Broker APIs to develop a custom trading engine for day trading Forex, Crypto and Equity products. The engine is capable of handling multiple strategies and deploying them in real-time. It also features a robust backtesting module and cloud deployment capabilities for live trading
Financial Machine Learning Projects
This project encompasses various machine learning tasks, including Treasury Squeeze Prediction, Corporate Bond Rating Analysis, Home Price Prediction, Bond Price Prediction, Credit Card Default Prediction, Corporate Bond Credit Rating Classification, and Economic Cycle Prediction.
Link to the project
Reinforcement Learning Agents for Algorithmic Trading
Designed, implemented, and backtested Deep Deterministic Policy Gradient (DDPG) Market Making Agent and Deep Q Network (DQN) Market Taking Agent for algorithmic trading. Utilized Strategy Studio for backtesting and validation.
Link to the project
Large Language Models Design and Training
Repository containing the code for training and fine-tuning large language models like GPT-2, GPT- Bigram, Text Tokenizer models and NLP models for text generation, and sentiment analysis.
Link to the project
Forex Ladder Trading Strategy (practicum sponsored by BP Trading)
Forex Trading Strategy Development and Optimisation using Quantitative Techniques for Grid & Lot Sizing Optimisation for bp trading
Link to the project
publications
Paper Title Number 1
Published in Journal 1, 2009
Example publication still needs to be filled out
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://samanvayms.github.io/files/paper1.pdf
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.
workexperience
Data Scientist - Discover Financial Services
Jan 2024 - present, Chicago, IL
JIA Finance - Quantitative Analyst
Jan 2023 - Aug 2023, New York, NY (remote)
Data Scientist - HCL Technologies
Jul 2020 - Jul 2022, Bengaluru, India