Summary
Overview
Work History
Education
Skills
Additional Info
Important Links
Passion Projects
Certification
Accomplishments
Timeline
Generic

ABHINAV PANDEY

Sydney,NSW

Summary

Budding Data Scientist gifted at finding reliable solutions while maintaining low design costs. Experienced in Exploratory Analysis, Machine Learning and Application Development and offering skills in Web Scraping, Natural Language Processing, and Database Design. Fluent in Python, R and Java and accustomed to working with cross-cultural, global teams.

Overview

4
4
years of professional experience
1
1
Certification

Work History

Python Developer

Red Panda Trading
Sydney, NSW
02.2021 - Current
  • Designed and implemented fully automated Trading Simulation and Evaluation environment capable of executing complex trading strategies and generating detailed evaluation reports.
  • Developed and tested code for optimal performance with large quantities of financial data.
  • Built intuitive, highly-interactive application and UI with Python and MySQL to bridge gap between clients and programmatic tools
  • Maintained effective communication to get client feedback for iterative feature integration and on-time delivery.
  • Technologies used - Python (Front-End and Back-End), MySQL(Database)

Python Full Stack Developer

Backtesting Wisdom
Sydney, NSW
11.2020 - 02.2021
  • Designed customer-facing front-end website relying heavily on data-driven back-end processing in related Python frameworks, including Flask and AWS S3.
  • Built PostgreSQL database and table structures following SnowFlake architecture.
  • Worked independently to design, develop and deploy a scalable, highly available, and modular web application.

Internship

Symbiosis Capital
Sydney, NSW
08.2020 - 12.2020

PART I

  • Worked closely with Commercial Director to create web content, including blogs, technical articles, and emails to increase customer engagement and conversion.
  • Received training in developing customer avatars and writing articles for targeted client-centric marketing.

PART II

  • Recognized inefficiency in evaluation process of company's trade backtesting tool (MetaTrader5).
  • Combined Data Scraping and Visualization tools to produce interactive application prototype as a solution to the problem.
  • Technologies used - Python, Flask, Plotly, Bootstrap

Data Science Assistant Trainer

Institute of Data
Sydney, NSW
07.2020 - 12.2020
  • Prepared and delivered weekly Python training classes focused on Data Science, Machine Learning and Natural Language Processing, including libraries like Pandas, Matplotlib, Scikit-Learn, NLTK and more.
  • Prepared a variety of different competitions and hands on tasks to ensure challenging and diverse forms of applying acquired skills.
  • Conducted practical training sessions while ensuring continuous participation for a productive learning environment.
  • Actively listened to students, handled questions quickly and provided in-depth examples to support quality learning.
  • Honors : Promoted to Python Specialist within 3 weeks of joining

Education

Bachelor's of Advanced Computing (Hons.) - Machine Learning And Intelligent Systems

Australian National University
Canberra ACT
07.2020

Diploma - AI And Data Science Practical Skills

Institute Of Data @ UTS
Sydney NSW
03.2020

Skills

Programming Languages:

  • Python, R, Java, HTML

OS:

  • Linux/UNIX, Ubuntu, Windows

Machine Learning Tools:

  • Python (Pandas, Scikit-Learn, BeautifulSoup, Stats, Tensorflow, Keras, NLTK, OpenCV, Spacy, Pytorch)

Data Visualization Tools:

  • PowerBI, Python (Matplotlib, Seaborn), Plotly Dash

Database:

  • PostgreSQL, MySQL, MongoDB

Cloud:

  • Heroku and AWS (S3, Lambda, SageMaker, EC2)

Application Development:

  • Flask, Streamlit, Android Studio

Version Control:

  • Git (familiarized with CI/CD principles)

Additional Info

Right to Work Status:

Full Working Rights in Australia

DOB:

July 9, 1998 (22 years)

Important Links

GitHub :

https://github.com/abhinav-pandey29

LinkedIn :

https://www.linkedin.com/in/abhinavpandeynotfound/

Passion Projects

1. Sentiment Analysis of Product Reviews from E-Commerce Clothing Store

  • Includes - Python, Natural Language Processing, Text Data

-

2. Extracting the Hottest Topics in AI from 10,000 Research Papers

  • Includes - Python, NLTK, Natural Language Processing, Text Data
  • Topic Extraction using Latent Dirichlet Allocation

Certification

  • Full Time Data Science and AI Training Program @ UTS
  • Deep Learning A-Z @ Udemy
  • Rest API (Intermediate) @ Hackerrank
  • Python @ Hackerrank
  • Java Professional @ Cambridge Certification Authority

Accomplishments

  • Placed in Top 27% in Kaggle Competition (Riid: Answer Correctness Prediction Challenge).
  • Appointed as School Prefect (2015-2016)
  • Vice-President of Film society, with over 90 members (2015-2016)
  • Two medals in National Olympiads ( 2015 and 2014 )
  • Performed and won awards in 9 Group Dance competitions at school and college-level for over 5 years.

Timeline

Python Developer

Red Panda Trading
02.2021 - Current

Python Full Stack Developer

Backtesting Wisdom
11.2020 - 02.2021

Internship

Symbiosis Capital
08.2020 - 12.2020

Data Science Assistant Trainer

Institute of Data
07.2020 - 12.2020

Bachelor's of Advanced Computing (Hons.) - Machine Learning And Intelligent Systems

Australian National University

Diploma - AI And Data Science Practical Skills

Institute Of Data @ UTS

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