Silviya Silwal
Artificial Intelligence Consultant at Uptime Labs- Claim this Profile
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Nepali Native or bilingual proficiency
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English Native or bilingual proficiency
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French Elementary proficiency
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Hindi Limited working proficiency
Topline Score
Bio
Experience
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Uptime Labs
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United Kingdom
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Technology, Information and Internet
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1 - 100 Employee
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Artificial Intelligence Consultant
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Oct 2023 - Present
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Synapse Développement
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France
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Software Development
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1 - 100 Employee
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NLP Research Engineer
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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
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University of Malta
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Malta
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Higher Education
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700 & Above Employee
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Graduate Research Engineer
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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
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IFC - International Finance Corporation
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United States
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Financial Services
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700 & Above Employee
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Tech Analyst (STT)
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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
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Clarendon Home Services
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United States
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Construction
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1 - 100 Employee
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Business Analyst
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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
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Software Developer
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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
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Education
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Universite de Lorraine
Master of Science - MS Natural Language Processing (NLP), 17.5/20 -
University of Malta
Master of Science - MS Human Language Science and Technology -
Marymount University
BSc Information Technology, Specialization: Computer Science and Data Science, Minor: Applied Statistics -
Thomas Richard Robinson High School
High School Diploma, Mathematics, Computer Science and TV/Film Production