Silviya Silwal

Artificial Intelligence Consultant at Uptime Labs
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Contact Information
us****@****om
(386) 825-5501
Location
Paris, Île-de-France, France, FR
Languages
  • Nepali Native or bilingual proficiency
  • English Native or bilingual proficiency
  • French Elementary proficiency
  • Hindi Limited working proficiency

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Experience

    • United Kingdom
    • Technology, Information and Internet
    • 1 - 100 Employee
    • Artificial Intelligence Consultant
      • Oct 2023 - Present

    • France
    • Software Development
    • 1 - 100 Employee
    • NLP Research Engineer
      • Mar 2023 - Sep 2023

      • Researched, built and implemented multilingual question generation system, expanding DearBot’s knowledge base for diverse user queries within the ANR-funded QUANTUM project • Leveraged Llamaindex, Langchain framework, and GPT models to optimize the chatbot pipeline, achieving over 85% accuracy rate in production • Collaborated with a team of experts to design and integrate functional and technical modules, and modified mT5 architecture to integrate adapters as part of thesis project • Researched, built and implemented multilingual question generation system, expanding DearBot’s knowledge base for diverse user queries within the ANR-funded QUANTUM project • Leveraged Llamaindex, Langchain framework, and GPT models to optimize the chatbot pipeline, achieving over 85% accuracy rate in production • Collaborated with a team of experts to design and integrate functional and technical modules, and modified mT5 architecture to integrate adapters as part of thesis project

    • Malta
    • Higher Education
    • 700 & Above Employee
    • Graduate Research Engineer
      • Jan 2022 - Jun 2022

      • Developed experiments using mBERT to perform and analyze zero-shot cross-lingual learning for low resource languages like Maltese and Faroese. • Used PyTorch framework and hugging face APIs to perform preprocessing for vocab-augmentation on BERT tokenizers, and pre-training mBERT using masked language modeling (MLM) • Analyzed Omicron variant of COVID-19 to determine correlation between different symptoms using cosine similarity from unstructured data. These relations were represented using graphs in Neo4j and NetworkX Show less

    • United States
    • Financial Services
    • 700 & Above Employee
    • Tech Analyst (STT)
      • Oct 2017 - Jun 2020

      • Productively worked as a part of a team that ensured over 150 treasury and syndications employees worked efficiently without any IT related disruptions. Achieved a 97% service level agreement rating. • Took initiative to create solutions for the finance division by automating manual work processes. • Created process automation using python and excel that increased work efficiency by 50%. • Worked with design team to develop new financial products and provide customization and implementation services Show less

    • United States
    • Construction
    • 1 - 100 Employee
    • Business Analyst
      • May 2017 - Oct 2017

      • Analyzed corporate records for proper distribution and filing • Validated and updated employee data to generate productivity reports for the Operations Manager • Managed office correspondence and assisted in the provision of equipment and supplies for projects • Streamlined office automation for processing invoices, receipts, and timesheets in QuickBooks and Zoho database • Recorded workers’ compensation policies for active suppliers and communicated with insurance agents to collect documentation for verification Show less

    • Software Developer
      • 2017 - 2017

      • Worked on debugging code and testing software for bugs to improve performance • Created prototypes of new features for potential incorporation into future updates • Analyzed data to identify trends and formulate solutions • Worked on debugging code and testing software for bugs to improve performance • Created prototypes of new features for potential incorporation into future updates • Analyzed data to identify trends and formulate solutions

Education

  • Universite de Lorraine
    Master of Science - MS Natural Language Processing (NLP), 17.5/20
    2022 - 2023
  • University of Malta
    Master of Science - MS Human Language Science and Technology
    2021 - 2022
  • Marymount University
    BSc Information Technology, Specialization: Computer Science and Data Science, Minor: Applied Statistics
    2016 - 2020
  • Thomas Richard Robinson High School
    High School Diploma, Mathematics, Computer Science and TV/Film Production
    2015 - 2016

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