Adwiteey Mauriya
Bis 2023, Senior data engineer, Liquidity Capital Inc.
Lisbon, Portugal
Über mich
As a Senior Data Science Engineer at LIQUiDITY Group, I apply my expertise in data science and engineering to develop and deploy innovative AI solutions for liquidity management and optimization. With over six years of research and industry experience, I have a strong background in statistical data analysis, high-performance computing, and data analytics, as well as a PhD in Computational Plasma Physics from Instituto Superior Tecnico, Lisbon, Portugal. I am passionate about solving complex and challenging problems using data and technology, and I enjoy working with cross-functional teams to deliver value to our clients and stakeholders. I have successfully leveraged my skills in Snowflake Cloud, Apache Airflow, and Python to build scalable data pipelines, automate workflows, and generate insights from large and diverse data sets. I am also interested in exploring the applications of generative AI and machine learning in fintech and other domains.
Werdegang
Berufserfahrung von Adwiteey Mauriya
Bis heute 1 Jahr und 1 Monat, seit Mai 2023
Senior data science engineer
Liquidity Capital Inc.
- Implemented LangChain for LLM embeddings, enhancing text app semantics. - Developed a financial document-processing chatbot for instant user insights. - Created a feature store for financial models to improve risk assessment. - Engineered a model distinguishing active vs inactive businesses using LinkedIn data. - Deployed a Business Intelligence tool on EKS, now key for strategic decisions. - Skills: Machine Learning, NLP, LLMs, Databricks, Python, Spark, Torch, LangChain.
10 Monate, Aug. 2022 - Mai 2023
Senior data engineer
Liquidity Capital Inc.
- Led design of a ML/data pipeline for a bank aggregator, integrating transactions from 50+ banks to calculate runway/burn rates - Established CI/CD for ETL, optimizing code deployment and data management - Managed Amazon EC2, ensuring performance; coded AWS Lambda for serverless computing. - Implemented code review standards, boosting code quality and team collaboration; contributed to backend infrastructure - Tech stacks: Airflow, AWS, Lambda, Step Functions, Python, SQL, Selenium, openAI, LLMs, LangChain
1 Jahr und 9 Monate, Nov. 2020 - Juli 2022
Data Engineer
TripAdvisor
- Managed datasets in GCP, Snowflake, Hadoop; supported customer and enterprise data teams. - Optimized/developed ETL processes, saving over $10M annually. - Built datasets in BigQuery, Hive, Snowflake; led code review for quality data. - Aided in new data engineer onboarding. - Tech stacks: Python, Scala, SQL, Airflow, AWS, GCP, Snowflake, Postgres, Spark, Hive.
10 Monate, Okt. 2019 - Juli 2020
Data Warehouse Business Analyst
NetJets Europe
- Achieved 80% success in pilot training warehouse automation. - Built multiple reports for the training warehouse automation. - Produced 1.1 times the goal of qualified leads from the workshop. - Developed flight school KPI metrics from raw company data. - Tracked improvements in the gross margin of the company's training department. - Tech stacks: Python, SQL, Tableau, SSRS, Excel, Power BI.
Ausbildung von Adwiteey Mauriya
5 Jahre und 9 Monate, Jan. 2015 - Sep. 2020
Technological Physics Engineering
Instituto Superior Técnico
Thesis title: Effect of Impurities in Intrinsic Rotation of Tokamak Plasmas.
4 Jahre und 11 Monate, Aug. 2009 - Juni 2014
Natural Sciences
Indian Institute of Science Education and Research, Pune
Major: Physics , Minor: Mathematics
Sprachen
Englisch
Muttersprache
Hindi
Muttersprache
Portugiesisch
Gut