Nandini Mehta

OBM Pinpointing with Machine Learning (Master Thesis) • Euro 7 OBM pipeline to pinpoint root-cause emissions spikes when OBD shows no DTC-Diagnostics Trouble Code • Autoencoder-based anomaly detection on large OBD/engine time-series • ECU compatible PCA/UMAP + MiniBatchKMeans for fault localization and signal insights • Python, Machine Learning, Clustering, Classification

• GCP (Google Cloud Service): Cloud Run, Cloud Functions, Pub/Sub FireStore, Firebase, Crashlytics • Develop and maintain web applications and APIs using Go, C, Firebase Database, and PostgreSQL • Create dashboards in Kibana from Elasticsearch logs • Utilize GIT for version control and collaboration on team projects • Unit Test and Integration Test for testing functionalities, CI/CD management • Tools: GoLand, VS Code, Insomnia, PostgreSQL, Firebase, Git, Confluence, JIRA, Slack

• Developed and maintained various Python applications using Django, and PostgreSQL. • Test automation using Pytest. • Built backend logic with machine learning tools Tensorflow, Pytorch, Keras, Scikit Learn. • Developed REST APIs using Flask framework. • Developed a GUI application using Python.

• REST APIs, Version Control, Database Operations • MVC, JavaScript, HTML, CSS for frontend • Sublime, VS Code, MySQL, Xampp, Postman

Wildlife Protecting System (Bachelor Thesis) • The system will detect the arrival of wild animals on the railway track through the sensors. • If any wild animals are detected at the railway track the alert signal is passed to the nearest Railway Station. • Railway Authorities will further pass the alert information to the Railway Driver and the Forest Department so they can rescue/protect the animals as fast as possible. • Equipment: Arduino, PIR sensor, LED, Buzzer

• Designing of Java web applications, Research on the Internet. • Coding using Java, Php, HTML, CSS and Bootstrap . • Data Maintaining, Database Handling. • Tools: NetBeans, Eclipse, Oracle SQL, Word, Power Point

• Automotive Software Engineering (ASE) Practical Lab • Hardware Software Co/Design, Hardware Development with VHDL • Design of Software For Embedded Systems, Mobile Networks, Network Security • AUTOSAR (ADAS, ECUs, CAN, FlexRay... ) • Automotive Sensor System, Artificial Intelligence

• Internet of Things [IoT] • Python, Basics of Machine Learning, • Basics fundamentals of Web development with php, HTML, CSS, Javascript, Bootstrap • Core concepts of Object Oriented Programming in C, C++ , Java, Advanced Java • Data Structures and Algorithms, REST API • Data Mining and Business Intelligence, Big Data Analytics • Database and Relative databases, MongoDB, MySql, Postgre SQL

• Basics of Java Programming • Android Applications development • Web Development with php, mySQL • Frontend with HTML, CSS, JavaScript • Information and Network Security • Fundamentals of Operating System, Relational Database Management, Information and Network Security