Our work
Recent projects
Engineered an ETL pipeline that transformed over one million U.S. Department of Labor Form 5500 records into a highly accurate, queryable dataset. Utilized NLP, entity resolution, and automated validation workflows to improve subsidiary mapping and ensure data quality at scale.
Developed low-latency machine learning pipelines for real-time anomaly detection and automated security data analysis. Optimized data processing and inference workflows to deliver rapid insights across cloud infrastructure and CI/CD environments.
Built a multi-agent research platform using LangChain and Oracle AI Database 26ai to analyze financial metrics and live news in parallel. Synthesized insights into strategic briefs, SWOT analyses, and an interactive dashboard to support investment research and decision-making.
Built a full-stack sourcing and outreach platform that combined PitchBook data, web scraping, and company enrichment to automate prospect research. Leveraged LLMs to generate personalized outbound email drafts and streamline lead tracking, outreach, and engagement workflows.
Past projects
Created web scrapers to identify potential partner organizations for UNICEF by utilizing sentiment analysis on social media posts to target organizations with a higher propensity to join.
Developed a web scraper to capture game leak data, integrating it with an ETL pipeline into Snowflake. Enhanced classification accuracy using confusion matrices and initiated predictive analytics on sentiment and revenue trends.
Developed a PostgreSQL-integrated priority scoring framework for automating accounts payable and cost modeling. Built Tableau dashboards with drill-down analytics and streamlined ETL workflows using Metabase and Streamlit.
Built generative machine learning models including LSTM, GANs, and VAEs to synthesize ultrasonic A-scans for non-destructive testing.
Constructed an ETL Snowflake pipeline to automate collection and data. Generated multiple Tableau visualizations using piped data.
Conducted an ML-driven data analysis to segment donors. Identified key factors to increase donations from newsletters.
Our services
Transform raw data into actionable insights through statistical analysis and visualization. We help organizations make data-driven decisions.
Build predictive models and AI solutions to automate decisions, uncover patterns, and drive innovation across your organization.
Design and build custom applications, dashboards, and data pipelines tailored to your specific business needs.
Create compelling visual stories that communicate complex data clearly to stakeholders at all levels.
Provide data-driven recommendations to optimize operations, identify growth opportunities, and improve decision-making.
Build robust data infrastructure, ETL pipelines, and scalable databases to support your analytics initiatives.
Testimonials
AI-Powered Network Intelligence Platform
“Selector has partnered with DataStory with the research and development of complex data summarization models across logs, graphs, and time-series data. The team successfully navigated complex technical constraints, including near real-time throughput, high structural variability across datasets, and massive data volumes. Over a four-month engagement, they assembled a highly capable team of eight student engineers who operated with remarkable professionalism. Project managers Yash and Nikhil demonstrated exceptional diligence, facilitating weekly sync-ups with our internal experts to ensure seamless alignment.
We particularly appreciated their structured approach, which included comprehensive mid-term and final presentations to our entire team. DataStory handed off a well-organized repository of their implementations and went above and beyond by providing excellent post-deliverable support, giving a clear path for our engineers to transition these models into production. Overall, we give Team DataStory a strong thumbs-up and wish them the absolute best in their future endeavors.”
Selector
“Each of the customer-facing consultants were professional and mature beyond their years. The team was adaptable to various challenges and scope adjustments necessitated by the project and ultimately delivered several PowerBI dashboards that will have ongoing value to Good360. I would definitely recommend the Berkeley Data Story team for supplemental BI and Data Science projects.”
Kniffen Kelly, Sr. Director of Business Intelligence Center of Excellence at Good 360
Additional past clients
