Ayesha Khan

Freiberuflich, Software Engineer & Technical Lead, DGmarketing

Fähigkeiten und Kenntnisse

Adversarial Robustness Engineering
Adversarial Training & Robustness Techniques
Advanced Model Evaluation & Validation
Core ML
Artificial Intelligence (AI)
Critical Thinking
Artificial Intelligence for Business
Deep Learning with PyTorch
Critique
JavaScript
Back-End Web Development
CRM Databases
Linux
Diffusion
Cascading Style Sheets (CSS)
Cross-functional Collaborations
Logical Approach
Docker Products
Customer Relationship Management (CRM)
Change Management
Machine Learning
FastAPI
Data Pipeline Engineering
Chatbot Development
Mathematics
Full-Stack Development
Data-Driven Optimization & Hyperparameter Tuning
Climate Data Analytics
ML Model Design & Evaluation
NumPy
Deep Learning
Geoinformatics
Computer Science
MLOps
Deep Learning with CNNs (PyTorch)
Presentation Skills
Graph Databases
Robustness Trade-Off Optimization & Performance Analysis
MySQL
High-Performance Computing (HPC) & Parallel Processing
Problem Solving
Science
Node.js
HTML5
Process Automation
Software Development
Numerical Optimization & Modular Coding
Interactive Data Visualization
Public Speaking
Spatial Databases
Python (Programming Language)
SQL
PyTorch
Tableau
SQL & Database Management
React.js
Teaching
Stakeholder Management
Relational Databases
Statistical Data Analysis
TypeScript
Requirements Gathering
Stochastic Modeling
Version Control
Strategic Planning

Werdegang

Berufserfahrung von Ayesha Khan

  • Bis heute 4 Jahre und 6 Monate, seit Apr. 2022

    Software Engineer & Technical Lead

    DGmarketing

    Maintain and improve existing software applications, backend systems, and client integrations. Lead the technical delivery of new software projects, from requirements and planning through development and deployment. Lead the development of AI-powered chatbot applications using Python and LangChain, including customer support, lead qualification, and appointment booking. Manage application deployments and ongoing maintenance across server and cloud environments. Collaborate with frontend developers, UX desig

  • 1 Jahr und 6 Monate, Jan. 2025 - Juni 2026

    Student Assistant

    ISCC – the International Sustainability and Carbon Certification

    Developed and maintained Python-based automation tools and backend integrations for operational workflows. * Automated a debt-collection pre-check pipeline, integrating certificate lookup, document validation, contact extraction, and case uploads. * Integrated the Debitura and Freshdesk APIs to automate case reporting, notifications, and duplicate-invoice detection. * Built tools that replaced repetitive manual processes and made operational data easier for the team to access. * Documented workflows, train

  • 2 Jahre und 1 Monat, Juni 2024 - Juni 2026

    Research Assistant

    University of Cologne

    Stochastic modelling of the atmospheric boundary layer, building the data and compute pipeline behind it. Built config-driven Python pipelines (Pandas, NumPy, SciPy) for time-series analysis of atmospheric data across 12+ variables. Calibrated stochastic differential equation models of boundary-layer turbulence, with uncertainty-aware evaluation. Generated and validated run ensembles; produced reproducible, CI-tested, timestamped outputs. Ran workloads on HPC (Forschungszentrum Jülich / JUWELS, Linux) using

  • 2 Jahre, Apr. 2022 - März 2024

    Backend Developer

    DGmarketing

    * Developed and maintained backend applications using Python, Node.js, TypeScript, and SQL. * Built software for client businesses, including patient management systems, e-commerce applications, and gym portals. * Built integrations between applications and external services using REST APIs. * Deployed and maintained applications on servers and cloud infrastructure. * Collaborated with frontend development, UX design, and QA colleagues to deliver client applications.

Ausbildung von Ayesha Khan

  • Bis heute 3 Jahre und 6 Monate, Okt. 2023 - März 2027

    Master of Science - MS

    University of Cologne

  • 3 Jahre und 6 Monate, Okt. 2018 - März 2022

    Masters

    The University of Bonn

    Specialised in General Relativity and Quantum Gravity. Masters thesis on "Relational Observables in a Recollapsing Quantum Universe".

  • 2015 - 2018

    Research Education Advancement Programme in Physical Sciences

    Jawaharlal Nehru Planetarium

  • 2015 - 2018

    Bachelor’s Degree

    Christ University

  • 2001 - 2014

    High School

    Indian School Muscat

    Captained the school football team.

Sprachen

  • Englisch

    C2 (Verhandlungssicher / Muttersprachlich)

  • Hindi

    C2 (Verhandlungssicher / Muttersprachlich)

  • Urdu

    C2 (Verhandlungssicher / Muttersprachlich)

  • Deutsch

    B1-B2 (Gute Kenntnisse)

XING – Das Jobs-Netzwerk

  • Über eine Million Jobs

    Entdecke mit XING genau den Job, der wirklich zu Dir passt.

  • Persönliche Job-Angebote

    Lass Dich finden von Arbeitgebern und über 20.000 Recruiter·innen.

  • 21 Mio. Mitglieder

    Knüpf neue Kontakte und erhalte Impulse für ein besseres Job-Leben.

  • Kostenlos profitieren

    Schon als Basis-Mitglied kannst Du Deine Job-Suche deutlich optimieren.

21 Mio. XING Mitglieder, von A bis Z