•Building trading systems for foreign capital markets using Interactive Brokers API

Data Engineering :-• Developed entire ETL from scratch using Python which included scripts to- 1) Move data from Co-Lo machine to local servers. 2) Verification Scripts to compare the captured data from BhavCopy 3) Slack Bot to report if any errors or crashes in the entire process.• Planning on integrating airflow to streamline the process more.Ops :-• Introduced Gitlab in the firm. There was no version control being used before this. Writing CI/CD scripts using Docker for all our exisitin codebase.• Wrote a Python wrapper to around the in-house simulator to automatically feed tokens based on only Symbol, Strike Range, Expiry and Option Type. Also used the same logic to exctract data from the captured data.Simulator :-• Last project I was working on was building in house simulator in Python for Mid-Frequency Traders.

Infra:-• Reduced alpha and combo simulation time from 3 minutes to 5 seconds using Multiprocessing library.• Developed an in house simple real time trade execution application using XTS Symphony. It would listen for events and execute trades upon desired prices. But unfortunately this didn't get deployed and was used only till test market.• Also working on converting a part of the simulation codebase to c++ to further reduce processing time. Couldn't complete this as making C++ work in a windows setup is a huge pain.Data Engineering:-• Web Scraped various websites using Selenium for custom data fields.• Wrote scripts to fetch Intraday Data for future and equity from Bloomberg. • Also wrote dozens of scripts to fetch various other data fields from Bloomberg and Thomson Reuters. And, enhanced other daily data fetch scriptsOps:-• Developed 8 Data Analytics Apps within 2 months for various analysis using Dash framework. Also developed datasets and data pipeline for the apps. • Wrote automation scripts for running trades in Jenkins. Reduced trade execution time from one hour to 10 minutes.

• Wrote algorithm to optimise number of inverters in a chip design.• Wrote algorithm to find netlist, number of loops and fsms in a chip design.• Was working on a tool called PowerPro which analyses and optimises power in a chip design.

• Preprocessed crypto trading dataset to smoothen the signals and remove the noise for further modelling.

• One of the initial developers in the team.• Wrote smart contract • Integrated Swagger in codebase.

• Developed RPPG software in C++ (detecting heart rate using live video. )• Used to EDA to analyse and review the results.• Got around 70%+ accuracy.