MY PORTFOLIO

( Text-only, GUI is coming soon 🤗 )

			
Big Data and Data mining
			TWITTER TOPICS DISTRIBUTED COMPUTATION IN APACHE SPARK
			description: Capturing, storing and loading huge amount of tweets from Twitter in Apache Spark's Resilient Distributed Datasets (cluster) to perform a distributed computation of the most relevant Topics
			technologies: Apache Spark, python, linux, clustering (machine learning) algorithms, twitter mining, data streams


			TWITTER DATA MINING PROJECT
			description: Capturing and mining tweets from Twitter to perform analysis of the most relevant Topics per Geographic area in Trentino
			technologies: python, linux, clustering (machine learning) algorithms, twitter data mining

			TOP TOPICS MINING OVER 1000 WIKIPEDIA ARTICLES IN APACHE SPARK
			description: Capturing and Mining Wikipedia articles to perform a computation of the most relevant Topics.
			technologies: python, linux, wikipedia mining, machine learning

			
Machine Learning and Artificial Intelligence
			CONVOLUTIONAL NEURAL NETWORKS FOR HAND WRITTEN DIGITS RECOGNITION
			description: Train, benchmark and deploy several configurations of Convolutional Neural Networks (with Tensorflow and sci-kit learn) to obtain the best predictions for the classification of handwritten digits
			technologies: convolutional neural networks, python, tensorflow, sci-kit learn

			RECURRENT NEURAL NETWORKS FOR PART OF SPEECH TAGGING
			description: Train, benchmark and deploy several configurations of Recurrent Neural Networks (with Theano) to obtain the best part of speech classification, as a building block for natural language processing and understanding
			technologies: recurrent neural networks, python, theano, command line

			MULTINOMIAL BAYESIAN CLASSIFIER FOR ONLINE REVIEWS CLASSIFICATION
			description: Scraping, Cleaning, Processing of online reviews in order to train and deploy a Multinomial Bayesian Classifier (with Sci-kit Learn) to predict the overall score from 1 to 5 for a text review
      technologies: bayesian classifier, python, sci-kit learn, command line

			
Internet of Things
			ARDUINO BLE HEARTBEAT MEASURING WRISTBAND
			technologies: c/c++, bluetooth, arduino, signal processing

			BLUEPRESENCE: 3D-PRINTED BLE-ARMWRIST FOR SMART CITIES
			description: Won the IoT Hackathon @ MUSE (Trento)
			technologies: linux, python, raspberry pi, bluetooth, 3d printing

			FOLLOWHEEL: RASPBERRY PI CONTROLLED WHEELED DRONE FOR ADVERTISEMENT
			technologies: raspberrypi, linux, python, node.js, golang, bluetooth, ultrasound

			RASPBERRY PI AUTOMATION SERVO
			other: soldering, small circuit design
			technologies: hardware relays, python (server), html, javascript (client)

			PIDOOR: RASPBERRY PI HOME VIDEO DOORBELL SYSTEM
			other: cables placement, circuit design
			technologies: linux, python, bash, networking

			INTERNET OF THINGS HD WEBCAMS FOR TURISTIC AND FORECASTING PURPOSES
			description: Webcams developed during my internship at Digistyle.it, which are currently deployed on wild mountains and viewable @ funiviecampiglio.it and ski.it



			
Web
			EVG WEB APP
			description: It is a Complete Platform developed during my internship at Digistyle.it for managing Events in a local area. It comes with db, backend, frontend and deployment strategy scripts
			technologies: javascript, angular.js (client), node.js (server), rethinkdb, html5, css3, docker
			tools: npm, bower, yeoman

			BACHELOR THESIS: REALTIME WEB MODULE FOR APPLICATION USAGE ANALYTICS
			technologies: node.js, rethinkdb, websockets, socket.io, ionic (mobile client demo)

			DAMIANODONATI.COM, THIS WEBSITE!
			technologies: html, css3, javascript, jquery, cdn, cloudflare, github, git



			
Infrastructure Engineering DevOps
			DOCKER WEB INFRASTRUCTURE DESIGN
			technologies: docker, docker-compose, linux, linux containers

			GRONTAB: LIB FOR PARALLEL/PERSISTENT JOB SCHEDULING/RUNNING, LIKE CRONTAB FOR GO
			technologies: golang, travis ci
			code: https://github.com/damdo/grontab

			GOBIN: GENERATOR FOR THE SMALLEST POSSIBLE DOCKER IMAGE FOR ANY GOLANG PROJECT
			technologies: docker, golang, makefile, travis ci
			code: https://github.com/damdo/gobin

			DOCKER-DTDNS: CONTAINERIZED DTDNS DYNAMIC DNS CLIENT/UPDATER
			technologies: docker, golang
			code: https://github.com/damdo/docker-dtdns


			
Bots and Message Brokers
			TELEGRAM BOT CLIENT FOR FTP SERVER
			technologies: python, rpc, telegram api

			TELEGRAM MESSAGE BROKER FOR INFRASTRUCTURE MONITORING (DOCKER)
			technologies: go, golang, http REST APIs, telegram api


			
Mobile Applications
			TRENTINO UNIVERSIADE APP 2013
			description: Won the ICTdays 2013 Hackathon
			technologies: android, android studio, java, maven, spring, REST APIs


			
Computer Vision
			ICT DAYS HACKATHON 2016: WEBCAM MENSA POVO
			technologies: python, opencv, docker, golang, go

			IMPLEMENTATION OF SPLIT AND MERGE ALGORITHM
			description: the Split and Merge Computer Vision algorithm as a MacOs application
			technologies: c/c++, opencv



			
Distributed Systems and Algorithms
			CHANDY-LAMPORT IMPLEMENTATION FOR DISTRIBUTED SNAPSHOTS
			technologies: python, heapq, discrete event simulator


			
Utilities
			RANDID: crypto-secure random ids generation lib for Go 
			technologies: go, golang
			code: https://github.com/damdo/randid