Agentic AI in production.

Systems we’ve built and shipped for top-tier clients — deployed, running, some for years.

Production ML

Production ML in Executive Search

Riviera Partners

A production ML system built for one of the world's top executive search firms. Custom data pipelines, bespoke analytics, internal tooling — engineered for the precision a top-tier search firm demands. Several years in production.

Technology Stack

PythonNLPReactData Analytics

Capabilities

Production MLCustom PipelinesBespoke AnalyticsInternal Tooling
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Executive Search Platform

Goldsmith ATS + CRM

Goldsmith

A purpose-built executive search platform combining ATS, CRM, and data analytics in one system. Vector-based candidate research, configurable multi-stage pipelines, attribute-driven interview frameworks, smart email sequencing, one-click reporting — built for how executive search teams actually work.

Technology Stack

ReactNode.jsPostgreSQLNLPChrome Extension

Capabilities

ATSCRMVector SearchData Analytics
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Healthcare Research

Pancreas Cyst Analysis

Yale Center for Pancreatic Diseases

Partnered with Dr. James Farrell, MD, Professor of Medicine and Surgery and Director of the Yale Center for Pancreatic Diseases, to develop an AI system that extracts clinical measurements from medical narratives—reducing report processing time by 95% while achieving 98%+ accuracy.

Technology Stack

PythonNLPTensorFlowClinical AI

Capabilities

Healthcare AINatural Language ProcessingClinical Decision Support
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Enterprise Systems

Smart Reimbursement System

MoveEV × Geotab

Created an intelligent system that accurately reimburses employees for home charging of electric fleet vehicles. Integrates real-time vehicle telemetry with utility data to automate reimbursement calculations, reduce costs by 40%, and ensure tax compliance.

Technology Stack

ReactNode.jsPostgreSQLGeotab API

Capabilities

Real-time Data ProcessingFleet ManagementIoT Integration
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AI Interview Intelligence

TalentJet: AI Interview Intelligence

TalentJet Platform

Built a comprehensive AI platform that automates interview preparation, candidate analysis, and evaluation. The system processes video interviews, analyzes responses using advanced NLP, and generates detailed assessments — saving 70% of evaluation time and replacing gut feel with data.

Technology Stack

ReactPythonOpenAIAWSVideo Processing

Capabilities

Video AnalysisAI ScoringResume ProcessingMachine Learning
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Consumer Technology

AI-Powered Passport Photos

Printicular × Walgreens × CVS

An AI-powered website that automates the process of taking passport photos that meet government standards. Using computer vision to validate facial positioning, lighting, and compliance, the platform seamlessly connects users to Walgreens and CVS for printing—serving over 100K users with a 95% success rate.

Technology Stack

ReactGatsbyAmazon RekognitionComputer Vision

Capabilities

Facial RecognitionCompliance ValidationE-commerce Integration
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Financial Services

Algorithmic Trading Platform

Wonderland Analytics

Collaborated from research through production to design a cloud-native trading platform. The system uses machine learning for signal generation, statistical feature selection to identify market patterns, and advanced meta-labeling techniques to optimize trade execution.

Technology Stack

PythonAWSMachine LearningTime Series Analysis

Capabilities

Algorithmic TradingStatistical ModelingCloud Architecture
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Healthcare Staffing

Next-Gen Nursing Application Platform

Upcare (Redesign Health)

Designed a modern nurse application interface and custom applicant tracking system for a healthcare startup. The platform improves candidate presentation, enables smarter role-matching, and streamlines the hiring workflow—reducing application time by 60%.

Technology Stack

ReactTypeScriptNode.jsPostgreSQL

Capabilities

ATS DevelopmentCandidate ExperienceHealthcare Technology
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Enterprise Systems

Contract & Insurance Management

NetJets Inc.

Developed contract management and insurance systems for the world's largest private jet company. The platform handles complex aviation contracts, insurance policies, and regulatory compliance requirements—processing over 10,000 contracts annually with 100% compliance.

Technology Stack

JavaOracleEnterprise IntegrationCompliance Systems

Capabilities

Contract ManagementInsurance SystemsRegulatory Compliance
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Academic Research

AI Insights Chatbot

Yale School of Management

Developed an AI-powered chatbot integrated with Drupal to make Yale SOM research articles interactive and queryable. The system automatically ingests new publications, creates searchable embeddings, and enables natural language queries across 1,000+ research articles.

Technology Stack

PythonOpenAIDrupalVector DatabaseNLP

Capabilities

Academic Research AIContent ManagementSemantic Search
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