Passionate about crunching big data to solve real world problems
Data Scientist | Quant | Consultant
I am passionate data scientist ready to crunch through big data and solve real world problems. I believe in educating community members and make this world a better place.
PhD in Electrical & Electronics Engineering, 2016
University of Melbourne, Australia
MSC in Electrical & Electronics Engineering, 2012
Hanyang University, South Korea
BSc in Electrical & Electronics Engineering, 2008
University of Engineering & Technology Taxila, Pakistan
Working as quantitative researcher to develop trading models using price data and other data sources.
Some of the responsibilities include:
I have completed doctorate degree from electrical and electronics engineering department under the supervision of a Professor Robin Evans. My research was based on distributed estimation using Monte Carlo simulation methods considering multi-sensor network and constraints on the communication bandwidth. I have used concepts of Bayesian inference, Monte Carlo methods and estimation to solve the problem of distributed target tracking with constraints on communication bandwidth.
Thesis Title: Target Tracking under communication constraints
Samsung Construction and Trading (C&T) is Korean Business giant involved in various businesses worldwide. Samsung has the strong presence in Engineering projects ranging from completing Burj Khalifa to building power plants. I worked in Samsung C&T, as a Senior Associate (Consultant) in marketing team of Plant Division.
Some of my responsibilities were to find upcoming global EPC projects, collecting and compiling client’s data and analyzing potential areas of investment. Making corporate business proposals and presentation for Executives based on our research.
I was involved in a team responsible for preparing the initial proposal for Roy Hill Iron ore project back in 2012. This project was completed by Samsung (Joint Venture with other Korean companies) in November 2015. Also, I prepared the reports for LNG terminal projects in India, Malaysia and Singapore. Moreover, I was being trained for studying the Mergers and Acquisitions aspects which might affect our business.
Skills Acquired: Business Analyst, Engineering proposals, Market Analysis, EPC projects, Dealing with Clients, Preparing and presenting reports, Client Research
Exploratory Data Analysis, Predictive Models, Feature extractions, ML data pipelines, time series forecasting
Google Cloud, BigQuery , Hosting ML Models, Firebase, Google Colab
Data Science Libraries, pandas, jupyter lab/notebooks, sphnix documentation, pycharm IDE,
Machine Learning Pipelines, Sklearn, SHAP, Tensorflow, Pytorch
Spark, pyspark, Hadoop(HDFS), Jupyter notebooks on Spark
Plotly-express, plotly, Dash, matplotlib, seaborn, bokeh
Git, git flow, GitHub, GitLab,
Django, Web Crawler, Solidity(Ethereum Smart Contract Language), Flutter(Mobile App development), React.js, Gatsby.js, npm