Projects and Case Studies

Applied AI and full-stack projects.

Explore project scope, technologies and screenshots. Demo and source availability are shown on each project page.

CRM Pipeline Application
DealFlow CRM

DealFlow CRM

CRM Pipeline Application

Challenge:

Freelancers and boutique agencies struggle with complex, expensive CRMs that lock data behind monthly subscriptions and slow multi-second cloud API calls.

Outcome & Metrics:

✓ Client-side deal management with browser persistence

Next.js 15TypeScriptTailwind CSSdnd-kit+3
AI Document Intelligence
Smart Doc AI

Smart Doc AI

AI Document Intelligence

Challenge:

Manual document data entry from irregular PDFs, invoices, and contracts causes costly errors and takes upwards of 15 minutes per document.

Outcome & Metrics:

✓ Document extraction into structured fields

Next.jsGoogle Gemini FlashVision AITailwind CSS+2
Generative AI SaaS
AI Proposal Writer

AI Proposal Writer

Generative AI SaaS

Challenge:

Drafting winning client proposals requires hours of manual copywriting and scope estimation, leading to delayed pitches and lost deals.

Outcome & Metrics:

✓ Proposal drafting with inline editing and PDF export

Next.jsGemini 1.5 ProTailwind CSSFramer Motion+2
Windows Desktop Application
Advanced Video QA System

Advanced Video QA System

Windows Desktop Application

Challenge:

Finding specific moments or verifying statements across hours of video lectures, webinars, or surveillance footage requires tedious manual scrubbing.

Outcome & Metrics:

✓ Exact timestamp jump accuracy to relevant video frames

PythonPyQt / Desktop UXOpenCVWhisper+3
AI Operations Dashboard
Nexus AI Ops

Nexus AI Ops

AI Operations Dashboard

Challenge:

Engineering teams face fragmented monitoring tools that lack intelligent context, making root-cause analysis slow during system anomalies.

Outcome & Metrics:

✓ Real-time stream telemetry with sub-second dashboard rendering

Next.js 15TypeScriptTailwind CSSLucide React+2
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Windows Desktop Application
Image Toolkit Pro

Image Toolkit Pro

Windows Desktop Application

Challenge:

Power users and computer vision practitioners often rely on bloated image editors that cannot perform batch processing or real-time webcam detection.

Outcome & Metrics:

✓ Webcam capture and computer-vision processing

Python 3.11OpenCVComputer VisionTkinter/CustomTkinter+2