Projects

Personal projects, experiments, and engineering work.

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Apple CoreMLTools Contribution

Contributed critical PyTorch to CoreML converters for Deformable Convolution (DCNv2) and ROIAlign, unblocking production-grade deployment of major CV models on Apple Silicon.

PythonPyTorchCoreMLApple MILmacOSMetalGitHub Actions

Aegis

AI-powered autonomous security scanner for GKE microservices. Automatically discovers, analyzes, and secures 11 microservices with AI-generated security summaries.

FastAPILangGraphNext.jsGoogle GeminiGKECloud RunFirestore

K2-Consensus

Real-time reasoning team implementing distributed consensus algorithms for multi-agent coordination and decision-making.

PythonConsensus AlgorithmsMulti-Agent SystemsDistributed Systems

AzureDev Nexus

Intelligent developer ecosystem in .NET with AI-powered code reviewer using Azure OpenAI and real-time collaboration via SignalR.

C#.NETBlazorAzure OpenAISignalRClickHouse

Graph-Aware Anomaly Detection

Engineered a high-throughput anomaly pipeline for Trufflow: XGBoost at 1.2M events/sec and logistic regression at 9.8M events/sec with 87.5% recall one hour ahead.

PolarsXGBoostGKE

MedInsight

GKE-based polyglot microservices architecture (Go/Python) with Gemma 2 reasoning. 89%+ automated test coverage, HIPAA-compliant medical diagnostics platform.

GoPythonGKEGemma 2KubernetesPub/SubDocker

LLM Fine-Tuning with GRPO

Fine-tuned Microsoft Phi-4 (14B) using Grouped Relative Policy Optimization for GSM8K math reasoning. Memory-efficient LoRA training with Unsloth.

PyTorchTransformersGRPOPhi-4GSM8KLoRAUnslothvLLM

AuraFlow

Cloud-native Java Spring Boot microservices architecture on AWS, processing 40,000 events/min with event-driven design and Saga pattern.

JavaSpring BootAWSSQSDynamoDBS3ECSMicroservices

SecondSight

Agentic accessibility engineer that audits live websites with Playwright and Gemini, maps WCAG failures to source files, and proposes pull-request-ready fixes.

PythonGemini 3AccessibilityWeb ScrapingAI Agents

GKE Security Agent

Built for GKE Turns 10 Hackathon. Automated security monitoring and threat detection for Google Kubernetes Engine clusters.

GoGKEKubernetesSecurityCloud Native
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