Shwetha Ravi

AI Engineer | Chancenkarte & Familienzusammenführung – kein Sponsoring nötig

Angestellt, AI Engineer, Mitsubishi Union Financial Group (MUFG) Bank
Munich, Deutschland

Fähigkeiten und Kenntnisse

Python
Microsoft Azure
TensorFlow
PyTorch
React
English Language
Software Development
Amazon Web Services
REST API
FastAPI
TypeScript
Ruby on Rails
Java
GraphQL
SQL
Machine Learning
Artificial intelligence
Deep learning
JavaScript
Natural Language Processing
Keras
NumPy
scikit-learn
Python pandas
Git
Agile Development
Data Science
DevOps
Linux
Large language models
Generative AI
Jupyter
Flask (web framework)
R programming language
Retrieval Augmented Generation
OpenAI
Build Management
Web Services
Infrastructure
Google APIs
Google Cloud
Automation
ML
Cloud Computing
Micorservices
Docker
Kubernetes
Kafka
CI/CD
Software
Technology
Engineering
Platform
Computer
Application
Computer Science
Information technology
IT Application Management
Code

Werdegang

Berufserfahrung von Shwetha Ravi

  • Bis heute 1 Jahr, seit Aug. 2024

    AI Engineer

    Mitsubishi Union Financial Group (MUFG) Bank

    Generative AI @ APAC Enterprise Architecture team. Agentic RAG/LLMs, Hyperautomation & Azure AI/ML Human in the loop solutions for AI. Azure automation tools: Logic Apps & Power Platform

  • 6 Monate, Dez. 2024 - Mai 2025

    Solution Architect and Machine Learning Engineer

    Microsec

    Work with CPO to construct product roadmap and provide solutions relating to problems in AI, Cloud, Cybersec and App Dev Use Tensorflow & Python to develop models for detecting attacks on IoT devices. Worked on transforming on-premise products into Software as a Service (SaaS), deployed using Docker, Kubernetes, Pulumi & AWS Development of software using Python & Go Work on security for Industrial Protocols Modbus, DNP3, BACNET, etc. Contribute to sales as a Pre-sales Technical Engineer

  • 10 Monate, Jan. 2023 - Okt. 2023

    Cloud Project Engineer - Investment Banking

    Crédit Agricole Corporate and Investment Bank (CACIB)

    Enable & modify services in hybrid cloud env: Azure, OVH, Self-hosted Linux admin: RHEL & Solaris. Automations in Python, Ansible & Bash. Community leader of Digital Transformation: Worked with Head of Innovation and Digital Transformation to brainstorm R&D proposals for AI to boost productivity of bank’s IT departments. Organised 2 APAC-wide workshops covering language models, computer vision models & reinforcement learning to educate IT departments on AI ability. 50+ participants.

  • 5 Jahre und 1 Monat, Nov. 2017 - Nov. 2022

    Co-founder & Chief Technology Officer (CTO)

    Learnseeker

    AI education platform developed with National University of Singapore to boost student results Used PyTorch & AWS to launch personalised learning platform Setup & maintained multi-cloud infra on AWS & GCP Software in Ruby on Rails, Typescript, PostgreSQL Automations with Python & Selenium CI/CD & TDD - CircleCI & Github Sold to schools with data privacy constraints Won over investors including executives from Hewlett Packard Pitched to Y-Combinator, Plug&Play Valued at time of exit: 1.8M USD

  • 1 Jahr, Dez. 2016 - Nov. 2017

    Junior Software Engineer

    Versafleet

    AI for logistics. Internship through NOC iLead Program for Entrepreneurs. Collaborated with founding team (CEO, VP Tech &VP Product) to build user facing features Develop entire SSO authentication flow with SAML & Ruby on Rails Setup batch processing data pipeline across multiple servers using Cron and Node.js Built map-based features using React Native & Google Maps API Data Visualisation & Analytics using React.js & Ruby on Rails Conducted market study of the startup's AI SaaS strategy

Ausbildung von Shwetha Ravi

  • 1 Jahr, Aug. 2023 - Juli 2024

    Artificial intelligence

    Nanyang Technological University

  • 4 Jahre, Aug. 2015 - Juli 2019

    Computer Engineering

    National University of Singapore

Sprachen

  • Englisch

    Muttersprache

  • Deutsch

    Grundlagen

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