Smriiti Singhal

About Smriiti Singhal

Data Science and Analytics professional with 6+ years of industrial experience in :machine learning, data analysis, business intelligence, big data, and data visualization.• Expertise in Python, SQL, Excel, Tableau. • Proficiency in databases, statistical analysis, and cloud platforms. • Well-versed with Agile methodology.• Experience in leading teams and working directly with clients and stakeholders.Skillset:• Programming: SQL, Python• Visualization: Tableau, Data Studio, PowerBI• Machine Learning: Regression, Classification, Clustering, Time Series, NLP, Dimensionality Reduction, Anomaly Detection• Libraries: Pandas, Numpy, Scikit-learn, NLTK, Spark, RAPIDS, ADTK• Statistical Methods: A/B Testing, Hypothesis Testing, Probability Distribution • Databases: MySQL, Oracle, PostgreSQL• Tools: Excel, JupyterLab, Git, Jira, VS code, Dbeaver• AI Platforms/ cloud services: GCP (BigQuery, DocAI, AutoMl, GCS), AWS (SageMaker, Redshift, S3), Databricks, DataRobot

Experience

1. Ai Ml Engineer ll

   CitiusTech

   May 2024 — Present · Seattle, WA, US

   Building Gen-AI assisted Enterprise Search Platform• Enhancing intranet search capabilities using GCP\'s GeminiPro LLM• Developed Dataflow pipeline to ingest internal data into GCP Vertex AI datastore• Conducted regression testing to address inconsistencies in LLM-generated results• Established robust CI/CD pipelines for production deployments• Configured Cloud Functions, Pub/Sub and schedulers for batch processing• Managed infrastructure and DevOps operations using Terraform• Created SQL-driven dashboards for data insights• Implemented testing protocols (integration and unit tests)

Education

• Shiv Nadar University

  Bachelor of Technology - BTech, Electronics and Communications Engineering

  2011 — 2015

• University of Illinois Urbana-Champaign

  Master of Science - MS, Information Management (track: Data Science and Analytics)

  2018 — 2020