Projects

A collection of software projects across machine learning, infrastructure, and web development.

Viva Corporate Insights Dashboard

An associated leadership dashboard that turns chatbot and survey interactions into workforce wellbeing metrics for C-suite and HR teams, surfacing risk trends, engagement patterns, and intervention priorities in a format built for decision-making.

Workforce AnalyticsC-Suite ReportingHR InsightsMental Health ROIRisk DetectionIntervention PrioritizationEmployee EngagementDashboard Metrics
Workforce Analytics2026

Viva AI Companion Pilot

A web-based therapy companion pilot that offers supportive conversations, guided reflection, and journaling to help users better understand their emotions, build healthier coping habits, and stay engaged over time.

AI CompanionMental Health SupportGuided ConversationsCBT-Inspired SupportEmotional ReflectionPersonal JournalingSession InsightsSafety Monitoring
Mental Health Product2026

AI-Assisted Report Generation Pipeline

Built asynchronous workflows for data ingestion, notification delivery, AI-assisted analysis, and automated report generation. Refactored a failing monolithic workflow into 3 focused services, improving observability, retries, and long-term maintainability.

PythonDjangoFastAPIPostgreSQLAWS LambdaAWS SNSAWS SQSCloudWatchS3
Distributed Systems2025

WhatsApp Questionnaire Chatbot

Built the backend and Twilio integration for a WhatsApp-based survey application, with strong focus on observability, message workflows, questionnaire delivery, follow-ups, and operational reliability in production.

PythonFastAPIPostgreSQLTwilioDockerAWS ECS FargateAWS LambdaAWS SNSAWS SQSCloudWatchObservability
Product Engineering2025

VocalSilence Core Platform

Built the company’s core platform from zero to production, covering backend services, frontend applications, cloud infrastructure, and CI/CD workflows for AI-driven questionnaire and reporting products. Supports 20 client companies, 600+ respondents, and 50k+ WhatsApp Chatbot interactions.

PythonDjangoFastAPIReactPostgreSQLDockerAWS ECS FargateAWS LambdaAWS SNSAWS SQSAWS S3AWS RDSCloudFrontCloudWatch
Backend & Cloud2025

Data Lake & Analytics Workflows

Designed and maintained data warehouse and data lake components for analytics workloads using S3, Athena, Glue, Python, and SQL. Supported asynchronous processing, reporting, and machine-learning-oriented data workflows.

PythonSQLAWS S3AthenaGluePostgreSQLCeleryDocker
Data Engineering2024

Biomedical Data Pipelines

Developed and optimized Python and R pipelines for large-scale genomic and epigenomic datasets, including scRNA-seq, ATAC-seq, Hi-C, and ChIP-seq, with emphasis on reproducibility, performance, and scientific rigor.

PythonRLinuxETLMachine LearningScientific ComputingJupyterDocker
Scientific Computing2022

High-Performance Scientific Software

Built and optimized high-performance scientific software for radiobiology and medical physics, translating complex models of radiation-induced DNA damage into scalable computational tools. This work supported healthcare and cancer research applications, while also contributing to space radiation and nuclear safety analysis through Monte Carlo simulation, HPC, and statistical data modeling.

PythonC++FortranMPIHigh-Performance ComputingBiophysicsBiomedicineMedical PhysicsRadiobiologyDNA Damage ModelingChromosome Aberration ModelingMonte Carlo SimulationCancer ResearchSpace RadiationNuclear SafetyGeant4-DNA
Healthcare & Scientific Software2018