Roman Shrestha Email & Phone Number

Woking, England, United Kingdom

London, England, United Kingdom

London, England, United Kingdom

• Involved in cutting edge research in the field of Speaker Diarization, Voice Biometrics, Automatic Speech Recognition (ASR) & Homomorphic Encryption (Locality Sensitive Hashing)• Responsible for maintaining and enhancing the Intelligent Voice PCI Redaction Application at the Zendesk Marketplace and Myna YT Tagger Software.• Bug fixing and improving the speed / performance of the existing applications and components.

London, England, United Kingdom

• Working alongside the research team to improve speaker recognition and diarization technology.• Have implemented novel methods towards Object Detection and Classification approach which has led to a publication in ICANN 2021.• Implementing Fast.Ai & PyTorch models to perform object recognition in the spectral domain and separate the different speakers in audio samples.• Data analysis, preparation, cleaning, and visualization with large speech datasets, building models, model training / finetuning, model testing, model evaluation, further data prep. • Exploring new techniques for improving Automatic Speech Recognition (ASR) technology such as implementing QuartzNet in PyTorch and Fast.Ai for optimal training.

London Heathrow Airport, England, United Kingdom

World Duty Free, London Heathrow Airport• Responsible for branding and sales of Luxury Fragrance Brands such as Kenzo, Cartier, Dolce & Gabanna, Dunhill, Elie Saab, and many more,• accurate collection of cash, floor management and focused to achieve brand’s targets• ensure that customers enjoy our pleasant service and fantastic shopping experience. • Recognised as Customer Service Star winner for four times• This role improves my skills in time management, communication, teamwork, effective workload management, leadership, presentation, and attention to detail.

London Heathrow Airport, England, United Kingdom

• Noticed as one of the most hardworking employees and awarded ‘IBIS Employee of the month’ three times in June, July, and August in 2017. • accurate collection of cash, floor management, and excellent customer service • This role has improved my skills in communication, leadership, teamwork, effective workload management, hazard awareness, and multitasking

Master'S Degree, Computer Science (With Industrial Placement), Distinction (85%)

Achieved 91% on MSc. Thesis titled as 'Real-Life Bird Audio Classification with CNN' which was able to solve complex bird audio.

Bachelor'S Degree, Computer Science, First Class Honours (83%)

Activities and Societies: 1st Runner up at UEL Robotics Championship (2017) 1st Runner up at UEL Mobile App Challenge (2018).

Physics