Our Work
Discover how we've helped organizations across diverse industries solve their most complex technical challenges. Each project showcases our commitment to delivering measurable, quantifiable business outcomes.
Manufacturing - Reinforcement Learning Controller
Developed and deployed an RL controller to minimize losses in production line, using digital twin simulation and real-time measurements.
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Pharmaceuticals - Genetic Data & NLP
Built ML workflow for 500K patient genetic data analysis and NLP models for 20M biomedical articles, delivering dashboards and REST APIs.
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AdTech - Hotel Ad Placement & Pricing
Developed ML-based pricing model for targeted hotel ad placement, processing 5TB of auction data from billions of auctions using BigQuery and Airflow.
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Agriculture & Environment - Carbon & Deforestation ML
Developed ML models for agriculture carbon emissions and deforestation risk prediction, including microbial data analysis, NLP, and satellite imagery.
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Semiconductors - CPU/GPU Verification
Developed ML workflow using GANs and RL to generate optimal stimuli for CPU/GPU verification, leading team integration of 3 developers.
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Public Health - COVID-19 R Number Modeling
Modeled COVID-19 spread to calculate R number, delivering weekly public reports and supporting policy decisions using CI/CD on AWS.
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Biotech - Drug Target Identification Platform
Designed and implemented ML platform to identify novel drug targets from multi-omics data, accelerating pharmaceutical research.
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