Steven Shack
Hi, I’m Steven Shack, a product- and problem-oriented data scientist with a strong track record in client service and problem discovery.
About
Hi, I’m Steven Shack, a product- and problem-oriented data scientist with a strong track record in client service and problem discovery. I build end-to-end data science solutions—from data engineering and algorithm design to deployment and team leadership—driving value in energy, logistics, and industrial sectors. I apply Deep Learning, large language models, and operations research to solve complex problems, lead cross-functional teams, and translate business needs into scalable AI-enabled products.
I’ve delivered data-centric solutions across multiple industries, led data science strategy for initiatives, and built AI-enabled products in fast-paced environments. I thrive on problem discovery, effective communication with stakeholders, and turning ambiguous requirements into measurable outcomes through robust analytics and engineering.
- 17 years' experience
- Joined January 2026
Skills· 26
Languages
- EnglishFluent
- EstonianBeginner
Industry experience
- Software & Internet
- Professional Services
- Energy & Utilities
- Manufacturing
- Media & Entertainment
- Other
- Transportation & Logistics
- Healthcare
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Work experience· 9 roles
Defined the data science strategy for mineral rights acquisition, developing algorithms that drove a 25–50% cost advantage over market rates; built AI strategies to deliver products safely and effectively; developed DNN-based reservoir engineering techniques to forecast lease production; automated legal due diligence using LLM-based extraction, reducing manual review workload and bottlenecks; identified high-value market segments with advanced segmentation; led the purchasing website development; spearheaded data engineering to create a coherent mineral rights data picture for Texas.
DNN-based reservoir engineering techniques to forecast lease production; pricing and offer algorithms to purchase mineral rights below market; LLM-based extraction of contract terms; market discovery and segmentation; risk management; managed development team building purchasing website; data engineering for mineral rights in Texas.
Boutique data science consultancy providing client service, problem discovery, and solution development. Highlights include detection algorithms to identify polluting smokestacks and rust detection/surveillance to catalog remediation sites.
Education· 5
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