Johan Khanye

· Python Developer · Data Engineer ·

· Django developer(Frontend/Backend) ·

· APIs · SQL · NoSql · C++(upskilling)


7 Years software development XP


A bit about me:

I'm a Pizza Blackhole: I can't help it, if I see a box, I won't rest until that box has nothing but the pizza saver.

If I may say so myself, I'm Diligent and strive for continual education: I could say, I always prefer focusing on functionality before aesthetics. I like focusing designs around usefulness, efficiency, and user-friendliness, rather than designs that are simply pleasing to the eye.

Problem Solving problems are my kind of problems: I really enjoy figuring out problems, solutions appreciated by other individuals bring me satisfaction and confidence.

Partners


Top 3 Collaborative projects

Below I list my top 3 projects I worked on during my time with different teams.

1 TIH: Aqueduct

Internship Permanent


Description:

Telesure, as a business, tasked the Data Engineering team to develop a storage facility, were all operational data could be securely stored, #todo easily accessible by permitted parties and stored in a harmonised manner. The team, came with the Aqueduct project, A PySpark Driven service to ingest data from all our business data sources(structured & unstructured). The project ingests around 10~60 million rows* (The size of the columns differ), per night.

Check it out: Confidential Repo Access revoked

Notable tools & methodologies used:

Python, PySpark, SQL Server, Git, GitHub, SQL, Microsoft Boards, Azure Databricks, Microsoft Suite(Excel, Word, ...), PowerBi, Refactoring, Feature Engineering, IBMI rpgLE, PYODBC...

Project Duration: 18 months

2 Umuzi: Recruitment portal

Learnership Internship Part-time


Description: As both, the Umuzi facilitation and Recruitment team, we were responsible for managing and teaching recruits, alongside recruiting new recruits, as an agency that recruits a new cohort quarterly we had to find a better way to recruit and manage the recruit's assignments, projects and such, we, the Umuzi Python team developed Django web app to 1. Simplify the business' internal processes RE. Prospective students, students and Investors. 2. Simplify an applicant's application process. 3. Simplify the recruit's learnership learning and mentoring process. lastly, Simplify reapplication in case a prospective recruit fails the selection bootcamp.

Check it out: See Portal Repo Access revoked

Notable tools & methodologies used:

Python, Django, unit testing, Git, GitHub, Docker, PostgreSQL, Github APIs, Human Centered design(UX), Github Projects(After trying Trello)...

Project Duration: ~11 months

3 CSIR: Theft Detection model

Internship


Description:

The AdvanceIO team, myself included, were tasked with finding a way for the eKhurhuleni municipality to use data the have collected through smart electricity meters for years with no clear goal, through the DSIDE programme, as AdvanceIO, we found a way to use the aforementioned data to develop a fraud/theft detection model, to counter theft of electricity.

Check it out: Confidential Repo Access revoked

Notable tools & methodologies used:

Python, unit testing, Git, GitHub, Pandas, Seaborn, ScikitLearn, Numpy, Github Projects, Matplotlib, K-clustering...

Project Duration: 3 months
More projects

My History in a nutshell

The following is my experience with the game since school. I have only listed my experiences related with employment.

Although other experiences are not listed below, I have added my non-employment related projects on the projects page

NOW

2022-23

Sep 23 - Jan 24: Resigned: Took a much needed Sabbatical

Jul 23: Promotion from Jnr. Data Engineer to Data Engineer @ TIH(Telesure)

2021-22

Mar 21: Permanently employed as Jnr. Data Engineer @TIH(Telesure)

2020-21


Sep. 20 - Mar.21: Internship: Data Engineering @TIH(Telesure)

Jan. 20 - Sep. 20: Python and Data Engineering upskilling and facilitation @umuzi.org

2019


Oct. 19 - Dec. 19: Intern @Prelude Technologies(Ref: Dir. Sheena O'Conell)

Feb. 19 - Sep. 19: Junior Data Scientist & facilitator @umuzi.org

Dec. 18 - Feb. 19: CSIR DSIDE internship programme, More

2018


Mar. 18 - Dec. 18: Enrolled in an Umuzi learnership

2017


Matriculated with APS Score of 27.

THEN


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