GPT-engineer & Backend Developer | major banks and institutions among previous clients.
Aktualisiert am 22.08.2023
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 27.08.2023
Verfügbar zu: 100%
davon vor Ort: 20%
Python
GPT
DevOps
Oracle
PostgreSQL
Scrum Master
AWS
Docker
Azure
Flutter
C
English
German
French
Ukrainian
Russian

Einsatzorte

Berlin (+50km)
Deutschland, Österreich, Schweiz
As a software developer and architect I work primarily remotely. I will be happy to attend local meetings up to 1 week per month.
möglich

Projekte

2 Monate
2023-05 - 2023-06

GPT-powered service staff assistant

Consultant Python Künstliche Intelligenz
Consultant

Goal:

  • Provide a GPT-powered chatbot using internal documents to support service staff and interact with customers directly.

Solution:

  • Led the design and development of a lightweight GPT-powered chatbot for service-staff support for an international client.
  • Contributed significantly to the initial design, technology selection, and architecture.
  • Implemented a haystack pipeline with OpenAI embeddings to optimize GPT usage and integrated CI/CD and DevOps for rapid, collaborative development.
  • Spearheaded technical development and introduced agile development practices, setting guidelines and conventions for the team.


Techstack: Python (OpenAI API, Haystack, FAISS, FastAPI, Streamlit), Docker

GPT Chatbot
Python Künstliche Intelligenz
International hosting services provider
Berlin
2 Monate
2023-02 - 2023-03

Complex legacy software augmentation

Software Developer Python
Software Developer

Goal:

  • Augment an existing legacy Python codebase to deliver previously unforeseen functionality.

Solution:

  • Restructured the existing testing framework to assert the existing functionality using Python pytest and end-to-end testing.
  • Analyzed the complex data processing pipelines and the theoretical proposal to accommodate additional extra-dimensional inputs.
  • Delivered the additional functionality and additional tests.


Techstack: Python 

Software
Python
Major German Bank
Berlin
2 Jahre
2021-01 - 2022-12

Full-stack application design and development

Software Architect and Developer Python SQL Applikationsarchitektur
Software Architect and Developer

Goal:

  • Design and develop an application for statistical data analysis holistically and support users on-demand.

Solution:

  • Designed and developed architectural extensions based on client demands and limitations.
  • Successfully implemented over 500 stories in a 300k+ LoC codebase, which included a dockerized Python backend hosted in AWS with PostgreSQL and Oracle DB, as well as a dockerized JS frontend, both delivered via CI/CD.
  • Ensured continuous stability through extensive unit and end-to-end testing.
  • Served as Scrum Master for a team of 7 developers for over a year.


Techstack: AWS, Docker, Python (Qt, PySide, SQLalchemy, pandas, threading), SQL (Oracle, PostgreSQL, MySQL), JavaScript (Vue)

Softwarearchitektur Software Systemadministration Continuous Integration GUI-Entwicklung
Python SQL Applikationsarchitektur
International Central Bank
Berlin
5 Monate
2022-04 - 2022-08

Successfully advised on conceptual design of organizational structure

Strategy Advisor
Strategy Advisor
  • Successfully advised on conceptual design of organizational structure and business procedures to transition to towards long term sustainable management.
  • Prepared change management processes.
  • Coached leaders of the organization on management and team leadership
Vitsche (NGO)
7 Monate
2019-09 - 2020-03

Applied quantitative modelling

Consultant
Consultant
  • Consulted on strategy for a leading international pharmaceutical company.
  • Predicted optimal prices in over 10 tenders in over 5 European countries.
  • Specified the strategies through extensive client communication.
  • Applied quantitative modelling, stochastic methods and game theory.
  • Developed, tested and effective communicated over 10 statistical models.
TWS Partners AG
Munich, Germany
5 Jahre 9 Monate
2013-10 - 2019-06

Received a scholarship for excellent academic performance.

Scholar
Scholar
  • Organized and facilitated multiple international high level seminars
Konrad-Adenauer-Foundation
Berlin, Germany
2 Jahre 3 Monate
2014-11 - 2017-01

Lead and managed a local organization achieving financial stabilization

President
President
  • Lead and managed a local organization achieving financial stabilization and an increase of participation by factor 6.
  • Organized and facilitated 4 international events, each lasting between 3 and 15 days.
  • Managed a remote team of 10 people over 3 time zones including recruitment.
on request
Berlin, Germany

Aus- und Weiterbildung

5 Jahre 6 Monate
2013-10 - 2019-03

Theretical Physics

Master of Science, Humboldt University Berlin
Master of Science
Humboldt University Berlin

GPA: 3.6 / Deutsche Skala: 1.4


Thesis:

  • ?Makovian and Non-Markovian Dissipation Mechanisms in Nonequilibrium Dispersion Forces.?
  • Modelled stochastic processes with memory effects mathematically. Validated the model numerically using an implementation in C.

Relevant coursework

  • Statistical Data Analysis: Mathematical foundation and practical application of data processing and machine learning on real world data in python notebooks.
  • Statistical Mechanics: Theoretical Statistics at an advanced level with coding exercises.
  • Fluctuation Induced Phenomena: Deep understanding of complex processes driven by randomness fostered by advanced mathematical and numerical exercises.

Kompetenzen

Top-Skills

Python GPT DevOps Oracle PostgreSQL Scrum Master AWS Docker Azure Flutter C

Produkte / Standards / Erfahrungen / Methoden

Python
Experte
AI chatbots (LLM, GPT)
Experte
Azure
Fortgeschritten
TerraForm
Fortgeschritten
AWS
Basics
Machine Learning
Fortgeschritten
SQL
Experte
Scrum Mastery, Kanban
Fortgeschritten
C
Basics
C++
Basics
Julia
Basics

Soft Skills 

  • effective communication
  • remote team leadership
  • feedback
  • multinational team building
  • negotiations
  • design thinking

Betriebssysteme

Windows
Unix

Datenbanken

Oracle
MySQL
PostgreSQL

Vertrauen Sie auf GULP

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

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