anapedra.tech -

Hi! I am

ANA PEDRA

Cloud DevSecOps Engineer | AI Engineer | Platform Engineer | Golden Kubestronaut

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ABOUT ME

WELCOME TO MY WEB PORTFOLIO!

Hi! I’m Ana. I’m Passionate about DevSecOps, Cloud Computing, Machine Learning and AI Engineering. I’m also the 1st Golden Kubestronaut in Switzerland.

Prior to my life as a Cloud DevSecOps Professional/ AI Engineer, I obtained my Master’s Degree in Industrial Engineering and then worked in the Medical Devices industry for over 8 years. I obtained 2 Postgraduate Degrees in Data Science and Data Engineering by Purdue University in collaboration with IBM and graduated from a Data Science and Machine Learning bootcamp by MIT. I’ve also completed a DevOps and a DevSecOps bootcamp (TechWorld with Nana).

Currently I’m working as Cloud DevSecOps Engineer for Spitch, a Swiss-based global leader in B2B and B2C Conversational AI, offering advanced NLP, AI, and ML solutions to enhance customer interactions. Their proprietary technology powers comprehensive products like virtual assistants, voice biometrics, and speech analytics.

I hold 50+ professional certifications across AWS, Azure, Google Cloud, Kubernetes, Red Hat, Terraform, Security, DevOps, AI/ML, Networking, and Data Engineering.

MY SKILLS

DEVOPS & DEVSECOPS PROJECTS

CI/CD pipelines using Git, Jenkins, Ansible, Maven, Docker and K8s on AWS

Ansible & Docker: Run Docker applications

Create an EC2 instance using Python Boto3

Deploy Nexus with Ansible

Build and Deploy a Gitlab CI/CD Pipeline for a Java API using AWS Beanstalk

GitOps project with ArgoCD, AWS EKS

CI/CD Pipeline Using GitHub Actions

Deploy a Production-ready Elastic Cluster

Complete CI/CD with Terraform and AWS EC2

Automation with Python: File Management

Ansible integration in Jenkins

Python script that automatically uploads security scan results to DefectDojo by Gitlab CI

Completely automated end-to-end CI/CD pipeline with GitOps principles using Gitlab CI and Argo CD

DevOps Project with GitHub, Jenkins, Terraform, Helm, AWS EKS

Monitoring on K8s & GCP: Prometheus and Grafana

Automate Kubernetes Deployment with Ansible

Deploy Nodejs with Ansible

Build and Deploy an app Helm Chart on Kubernetes Cluster with GitLab CI/CD

Azure DevOps Helm Deployment

Azure DevOps Project: Setup + CI/CD pipelines

Manage Spotify using Terraform

Complete CI/CD Pipeline with EKS and AWS ECR

Deploy a 2-tier Application On AWS Using Terraform

Website Monitoring and Recovery: Python alerts

Upload Gitlab CI/CD pipeline to automate upload of Trivy image scan results to DefectDojo

Fetch secrets into K8s cluster securely from AWS Secrets Manager (External Secrets Operator CRDs)

DevOps Project: Real-Time CI/CD Pipeline From Scratch with Jenkins

Voting application using Docker

EC2 instance create/config with Terraform & Ansible

Python project using API

Integrate SAST Scans in Release Pipeline using njsscan & Semgrep

GitOps: Deploy Apps with K8s, Helm & ArgoCD

Automate deployment: Terraform, GitLab CI/CD

Ansible Real Time project: Monitoring setup

Project with Logstash, Kibana and Filebeat

CI/CD with Github & JFrog Platform

Deploy a Microservices app in Kubernetes

Gitlab CI/CD pipeline for Terraform infra with built-in security scanning and code validation – GitOps

Deploy Istio Service Mesh and expose a secure Istio Gateway in EKS Cluster via IaC Pipeline

CLOUD PROJECTS

Azure CI/CD Pipeline using Azure DevOps

Object detection with Amazon Rekognition | Computer vision

AWS CDK and IoT Core for Migrating IoT-Based Data to AWS

Train and deploy a Machine Learning ML model with Azure Machine Learning

Azure Data Factory CI/CD with Azure Pipelines

Deploy a WordPress Website using EC2, RDS, Route 53, ASG and VPC

Build a Resumé/CV on AWS using S3, Route 53, AWS Certificate Manager

Project on Azure with Terraform, AKS, & Docker

Google Cloud DevOps Project : CI/CD Pipeline using GitHub Actions and Terraform

Azure DevOps End-to-End Project with Terraform | Enterprise-Grade DevOps Project

Deploy a 3 Tier Architecture In Azure Using Terraform

Azure AI Agent Service: Create Multi-Agent App with Connected Agents

Azure CI/CD Pipeline using Azure Pipelines & Argo CD

Building a security system with AWS (Kinesis, Rekognition…)

Build an ETL Pipeline on AWS EMR using AWS CDK and Power BI

Migrate SQL Server workloads to Azure SQL Database

Create Synthetic Speech Using Text-to-Speech

Serverless Web Application using Lambda, API Gateway, DynamoDB

AWS Amplify Full-stack Project using React, Node, Lambda, REST API

Deploy AKS Cluster in Azure with Terraform

CI/CD pipeline to deploy applications on GKE using Cloud build and Cloud Deploy

End-to-End Azure Data Engineering PROJECT | 💥 ADF + DATABRICKS + POWER BI

Building AI Agents using Azure AI Agent Service in Azure AI Foundry

Deploy DeepSeek R1 using Azure AI Foundry and Build a Web Chatbot

Deploy an E-Commerce Project on AKS

Build and deploy a ML API with Python and AWS Sagemaker

Migration of MySQL Databases to Cloud AWS using AWS DMS

Develop generative AI solutions with Azure OpenAI Service

Wordpress Website on AWS Lightsail

Build an Amazon Connect Call Center using Amazon Lex

Deploying an Asp.Net Core 3.0 Web API on AKS -Azure Kubernetes Service

Chat App using Azure AI Search and Azure Open AI

Build an Automated Data Pipeline for Sales Data in Google Cloud | GCP Data Engineering Project

End to End Data Project with Microsoft Fabric – Data Engineering, Data Factory and Power BI

Azure DevOps Multi-Stage YAML CI/CD DevOps Project with Azure DevOps

Azure AI Foundry – RAG with Azure AI Search

CYBERSECURITY PROJECTS

Create a VM in Azure to Deploy a Web Server

Create a Log Analytics workspace for Microsoft Defender

Perform a Network Scanner using ARP

WAF Configuration

Packet sniffing

Securing Azure SQL Database

Configure Azure Key Vault networking settings via the Azure portal

Image encryption (Steganography)

Password Sniffing

Vulnerability scanner

Create a Virtual Private Cloud (VPC) Using AWS

Filter network traffic with a network security group using the Azure portal

Configure SIEM SecOps using Microsoft Sentinel

Phishing simulation

Log analyzer with Splunk

DATA SCIENCE/ AI PROJECTS

Movie Recommendation System with Python

Social Media Clustering Dashboard with Dash

A/B Testing Approach for Comparing Performance of ML Models

Similar Images Finder with Tensorflow, Python & Keras

CNN Model with PyTorch for Image Classification

CNN Multi-class Classification with TF

Predict the next word in a Shakespeare’s poem – NLP

Food Vision Big with Tensorflow

Sentiment Analysis with Beautiful Soup

Machine Failure from IoT Sensors with SQL Pipeline

Isolation Forest Model and LOF for Anomaly Detection in Python

LightGBM Model on TimeSeries Data of Crypto

GAN Model on MNIST Dataset with PyTorch

Transfer Learning: Horses vs Humans with TF

Forecast using RNNs or LSTMs

Skimlit – Using NLP in Tensorflow

Predicting Customer Churn using Streamlit

Building a House Price Prediction API with Flask

Time Series Classification Project for Elevator Failure Prediction

Cards reader project with PyTorch

LSTM Text Classification Model using PyTorch

Data Augmentation to avoid Overfitting in CNN

Build a prediction model for a times series

BitPredict – Predicting Bitcoin price with TF

DATA ENGINEERING PROJECTS

Diabetes Prediction with PySpark MLLIB

Data Analysis Project Using PySpark

GCP Data Ingestion with SQL and Google Cloud Dataflow

TensorFlow with Docker for Model Deployment

Airflow Data Pipeline with AWS and Snowflake

Snowflake: Snowpipe, Data Load from Cloud …

Building Machine Learning Pipelines with PySpark

ML with PySpark: Customer Churn Analysis

Real-Time Spark Streaming Pipeline on AWS using Scala

Data Pipelines with Azure Synapse Analytics

ETL Pipeline with DBT, Snowflake and Airflow

Azure Data Engineering: Olympic Data Analytics

Graduate Admission Prediction with PySpark ML

Music Recommender System Using PySpark

Amazon SageMaker Classification Model Project

Web Application in Azure Kubernetes Service

Azure DevOps Real-Time End To End CI/CD Pipeline

End to End Project on Snowflake & AWS

DATA ANALYST PROJECTS

Data Exploration of Covid-19 in SQL Server

Analyzing students’ mental health in SQL

Optimizing online sports retail revenue in SQL

Exploring Ecommerce Data with SQL in BigQuery

Titanic Data Analysis in Python

Heart Disease Prediction in Python

Power BI projects

Extract and Analyze Data from Movies database in SQL

Analyzing international debt statistics in SQL

When was the Golden Age of video Games? (SQL)

Cloud SQL with Terraform in Google Cloud

Dogs vs Cats Classification in Python

Credit Card Fraud Detection in Python

Tableau Projects

Bike Sharing Analysis with Python

Analyzing unicorn companies in SQL

Analyzing American baby name trends in SQL

Explore stock prices with Spark SQL

Big Mart Sales Prediction in Python

Car Price Prediction in Python

Excel Projects

FULL-STACK PROJECTS

Weather App – Tanstack Query, Shadcn, Recharts, Tailwind, Typescript

Zoom clone with Next.js 14, TypeScript, Shadcn, Tailwind CSS, Clerk Auth

Youtube clone with React.js, Tailwind CSS, Redux Toolkit, RapidAPI

E-Commerce like Amazon using Next.js 15, Mongo DB, TypeScript

Calendly Clone – Next.js 15, Shadcn, Clerk, NeonDB, Google Calendar API

Build Swipe, a Tinder like app with Node, Express, Tailwind

Build a Next.js 15 Blog | React, Next.js 15, Convex, Clerk

Create a ChatGPT For Your PDF in Python and Langchain

Python AI Multi-Agent with RAG, Streamlit, Langflow

AI Object Detector – Next js 14, Tailwind CSS, Tensorflow

Millionaire Quiz

AI Keyword Extractor

URL Shortener – with Tailwind CSS, Supabase, Shadcn UI

Google Drive Clone – Next.js 15, TypeScript, Tailwind CSS, Chart.js

Professional Fitness App with React.js, Tailwind CSS and RapidAPI

Job Listing Website with React.JS 18, Vite, JSON server, Tailwind CSS

Banking App with Finance Management Dashboard Using Next.js 14, TypeScript

Build a Reddit clone with NextJS, TypeScript, React & Convex

Micro SaaS Platform with Next.js 14, React, Tailwind, Prisma, Stripe

Create a Chrome Extension Boilerplate with Manifest V3

Saas Landing Page with React and Tailwind CSS

Build an AI Trading bot with Python

Kanban

Text Speed

AI Career Coach – Next JS, Tailwind, Gemini AI, Prisma, Shadcn UI

Jira clone with Next JS, Shadcn UI, Tailwind, Clerk, NeonDB

Spotify Clone with React, Stripe, Supabase, PostgreSQL, Tailwind

Uber 2.0: React Native App with PostgreSQL, TypeScript, Stripe, Tailwind

Netflix Clone in React, Tailwind CSS, Next.js 14, TMDB API, Firebase, Vercel

Real-time Chat App with NextJS, React, ShadcnUI & Tailwind

Travel website using React.js, Next.js 15, Tailwind CSS (UX/UI)

AI Agent that can use Tools in NEXT.JS 15

AI Agent SaaS (Next.js 15, Clerk, Schematic, Stripe)

End-to-End Machine Learning Project – AI, MLOps

Paint

Snake

HACKATHON PROJECTS

Cover with Care – Hack Zurich 2023 Finalist

Accent Coach – Hack Zurich 2022

Swiss Hacks 2024 – Double Winner