Adhithyan Ramadoss Email & Phone Number

Nuremberg, BY, DE

Boulder, Colorado, United States

• Machine Learning Engineer (focus on audio and natural language processing) - Emerging Technologies team.
• Development of small Neural Text-to-Speech (TTS) solution (<30 MB)
• Development of Neural model (Transformer) solution for Punctuation and Capitalization (<15 MB) for English, French, Italian, German and Spanish languages
• Finetuning of LLMs (< 13B), RAG for interaction based on one or more given document(s)
• Analysis and demo building with various LLMs (GPT-3.X/4… Show more Machine Learning Engineer (focus on audio and natural language processing) - Emerging Technologies team.
• Analysis and demo building with various LLMs (GPT-3.X/4, LLaMA etc.)

Erlangen Area, Germany

• Diplom HiWi + VollzeitMachine Learning Engineer in the area of Natural Language Understanding.
• Neural model training/finetuning and evaluation for NLU tasks such as Intent classification,Entity Recognition, Co-reference resolution, etc.
• Inverse Text Normalisation for German numbers and dates with a rule-based algorithm.
• Creation of test cases for the system pipeline, including developing automatic testscript generators.
• Development of dialogue flow pipeline.
• … Show more Diplom HiWi + VollzeitMachine Learning Engineer in the area of Natural Language Understanding.

Erlangen, Bavaria, Germany

• Updating Gazetteers in Deep Learning based Natural Language Understanding.
• Study of existing Voice Assistant systems to evaluate their performances on various tasks.
• Development of a method to create user-specific gazetteers during "conversation" with the in-house NLU system.
• Evaluation of the impacts of user-specific gazetteers as additional features for the Deep Neural Network-based Natural Language Understanding system being developed.
• Testing the robustness of the… Show more Updating Gazetteers in Deep Learning based Natural Language Understanding.
• Testing the robustness of the addition of gazetteers to the system.Software tools used: Python + libraries: TensorFlow, Pandas, etc. Show less

Erlangen Area, Germany

• Research Assistant at the chair of Multimedia Communications and Signal Processing (Lehrstuhl für Multimediakommunikation und Signalverarbeitung).
• Estimation of the performance of different probability distribution function assumptions in maximum likelihood estimation of reverberation time (T60).
• Collection and assimilation of various Room Impulse Response (RIR) databases.
• Measurement of Room impulse responses for a RIR dataset creation.
• Measurement campaign for dataset… Show more Research Assistant at the chair of Multimedia Communications and Signal Processing (Lehrstuhl für Multimediakommunikation und Signalverarbeitung).
• Measurement campaign for dataset creation to evaluate sensor utility.

Erlangen Area, Germany

• Research Assistant in the chair for Semantic Audio Processing at International Audio Laboratories Erlangen ( Joint institution of Fraunhofer IIS and Friedrich-Alexander-Universität Erlangen-Nürnberg).
• Teaching assistant in “Preparation Course MATLAB Programming” Winter semester 2017/18 in collaboration with the LMS chair of FAU.
• Preparation of Georgian music dataset for further processing.
• Fundamental frequency (F0) estimations with the Georgian music dataset.
• Software tools… Show more Research Assistant in the chair for Semantic Audio Processing at International Audio Laboratories Erlangen ( Joint institution of Fraunhofer IIS and Friedrich-Alexander-Universität.
• Software tools used: MATLAB Show less

Chennai Area, India

• Involved in the Procurement cycle (bid Launch to material delivery at the project site) of compressors, boilers, pressure vessels, distributed control system units, electrical and instrumentation equipment for oil &.
• Coordinated between material manufacturer/supplier and project sites.
• Supplier visits and audits to ensure the quality of equipment and component suppliers.
• Site Engineer in Purified Terephthalic Acid (PTA) project at JBF project Site… Show more
• Site Engineer in Purified Terephthalic Acid (PTA) project at JBF project Site, Mangalore, India.
• Initiated a pilot project for Automation of data entry and document creation.

Chennai Area, India

• Training in various departments of the workplace.
• Training on Software used in the workplace such as Intergraph - Smartplant Instrumentation, Intergraph - Smartplant Materials, Custom ERP tools.
• On-Site training in petrochemical plant - Southern Petrochemical Industries Corporation Ltd.(SPIC) fertilizers at Thoothukudi, Tamil Nadu, India.

Avadi Area, India

• Working Period: 23.05.2011 to 03.06.2011
• Introduction to various systems of Main Battle Tank Arjun.
• Training in the Sensor systems and the Gun control units of MBT Arjun.
• Introduction to then ongoing projects of the Defence Research and Development Organisation (DRDO) of India.

Master'S Degree, Communication And Multimedia Engineering

Activities and Societies: •FSI - CME (Fachschaftsinitiative) Co-ordinator. •Ferienakademie 2018 Topic: Redundancy and Irrelevance in.

Bachelor Of Engineering (B.E.), Instrumentation And Control

St. Josephs College of Engineering •Thesis: Driving of a car from a remote location using LabVIEW. •In-plant Training at Combat Vehicles.

Class Xi - Xii