DATA ANALYTICS · APPLIED MACHINE LEARNING · DATA GOVERNANCE · INTELLIGENT SYSTEMS
His work transforms complex information into actionable intelligence, decision ready reporting, and practical machine learning solutions that support finance, development, and mission driven organizations with rigorous analytical and technical expertise.
DATA ANALYTICS · APPLIED MACHINE LEARNING
Sam is a data analytics and applied machine learning professional with graduate training in Applied Machine Intelligence and practical experience across financial operations, donor data analysis, reporting, data governance, systems improvement, and mission driven healthcare initiatives.
He combines Python, SQL, Excel, Power BI, Tableau, statistical modeling, natural language processing, computer vision, and generative AI with clear stakeholder communication, transforming complex information into reliable insights, informed decisions, and measurable organizational impact.
02 / ABOUT
His approach connects complex organizational challenges with informed, defensible decisions through analytical rigor, statistical modeling, effective visualization, and reliable systems.
Sam’s current work spans finance and development, applying analytical and technical expertise to financial and donor data, reconciliation, management reporting, data quality, organizational systems, and AI enabled healthcare grant initiatives.
He recently completed his master's in Analytics and Applied Machine Intelligence at Northeastern University. His approach emphasizes accuracy and accountability across the full analytical lifecycle, from data validation and modeling to visualization and executive ready communication.
03 / EXPERIENCE
Analyze financial and donor data, investigate discrepancies, prepare forecasts and management reporting, and establish data-quality standards that improve trust in organizational records.
Represented the student experience through campus programs and community events, welcomed prospective and incoming students, provided peer guidance, and helped strengthen engagement and connections across the Roux community.
Supported development and QA cycles, diagnosed defects, helped improve system stability by 20%, and built an internal encryption and decryption testing utility.
Provided personalized English-language instruction to Russian learners, strengthening conversational fluency, reading comprehension, and practical communication for academic study, international travel, tourism, and everyday situations. Adapted lessons to individual goals and confidence levels, helping students use English effectively in real-world settings.
04 / PROJECTS
Each case study outlines why the challenge matters, the analytical approach, measurable outcomes, and broader real world applications.
An end-to-end drinking-water decision-support project that turns nearly two million EPA monitoring records into an auditable engineering-review queue, utility case studies, lifecycle economics, and constrained infrastructure funding portfolios.
A reproducible wastewater asset-management and capital-planning framework that connects utility data ingestion, SQL quality assurance, transparent risk scoring, lifecycle cost analysis, and constrained investment prioritization.
Ten case studies across analytics, machine learning, generative AI, computer vision, and healthcare.
05 / SKILLS
Analytical methods, intelligent systems, visualization tools, and platforms connected to documented project outcomes.
TECHNICAL SKILLS AND TOOLS
Six disciplines · one connected workflowSQL · Excel · Python · Pandas
Regression · Ridge · Logistic Regression · Random Forest
Tableau · Power BI · Matplotlib · Seaborn
Scikit-learn · Transformers · DistilBERT · LangChain
TensorFlow · PyTorch · EfficientNetB0 · Transfer Learning
Git · Hugging Face · Jira · Dataiku
Explore the complete matrix, project evidence, and tools applied across professional and project work.
View technical skills & tools ↗06 / LEADERSHIP & RECOGNITION
His leadership reflects a sustained commitment to inclusive communities, meaningful engagement, and initiatives that create lasting institutional and social impact.
LAUREL & SCROLL
LEADERSHIP FELLOW
CLIMATE HACKATHON
Community roles, awards, fellowships, professional badges, and the stories behind them.
07 / BEYOND WORK
Volunteering, cooking, travel, fitness, music, reading, and sports reflect the curiosity, discipline, and community spirit he brings to every part of life.
IMPACT / PROFESSIONAL APPROACH
This work integrates service, community engagement, and operational improvement, strengthening inclusion, communication, and the systems organizations rely on to deliver their missions.
08 / CURRENTLY EXPLORING
Applied research priorities focused on trustworthy intelligent systems, responsible detection, and equitable access.
Designing stronger evaluation systems for factuality, safety, reasoning quality, and real-world usefulness beyond a single benchmark score.
Exploring anomaly detection, behavioral signals, and interpretable machine learning for identifying suspicious financial activity responsibly.
Investigating secure, human-centered platforms that help authorized healthcare teams find and navigate relevant patient-record information more efficiently.
RESEARCH AREAS
OPEN TO OPPORTUNITIES
Sam welcomes opportunities that integrate rigorous analytics, applied machine learning, strategic communication, and measurable organizational impact.
09 / EDUCATION
Applied Machine Intelligence
Northeastern UniversityComputer Science
Saratov State UniversityData Analysis and Machine Learning
Innopolis University