Real Projects. Measurable Outcomes.
Selected case studies across cloud infrastructure, AI systems, subscription platforms, and full-stack applications. Every project is in production.
AI Forex Trading Bot
FeaturedFinTech · ML Engineering · Production SaaS
Problem
Needed an automated, self-correcting trading system with strict risk controls, ML-driven strategy selection, and full production observability.
Solution
Architected a full trading platform: FastAPI backend with ML training pipelines, model governance, OANDA API integration, multi-bot runtime, and a React admin dashboard.
Impact
90% reduction in manual monitoring. Production-grade SLOs with chaos & soak testing.
Before
Manual strategy execution, no unified monitoring, inconsistent risk enforcement.
After
Automated ML-governed trading with real-time dashboards, SLO budgets, and chaos testing.
Private Subscription Platform
SaaS · Membership Product · Full-Stack
Problem
Build a branded subscription platform with billing, account management, and a controlled private user experience from scratch.
Solution
Designed and built the full product layer: custom auth, Stripe subscription webhooks, user and admin dashboards, setup guides, and internal operations tooling.
Impact
Live paying customers. Monthly and yearly Stripe billing. Zero third-party CDN dependency.
Before
No platform, no billing infrastructure, no brand.
After
Private subscription SaaS with Stripe billing, admin console, and a branded customer experience.
HairstylesUnrivaled.com
SMB · Salon · Full-Stack Web
Problem
Salon with no web presence needed a modern site with online booking, gallery management, and a professional brand.
Solution
Full-stack Django + Next.js website with Setmore booking integration, dynamic gallery, SEO optimization, and a custom admin interface.
Impact
Online bookings enabled. Significant increase in client-facing engagement post-launch.
Before
No website, no online booking, no digital presence.
After
Professional site with integrated booking, gallery, and SEO-ready structure.
AWS Cloud Infrastructure
Cloud Architecture · FinOps
Problem
Compute costs were growing with no auto-scaling, poor observability, and manual deployment processes causing downtime.
Solution
Redesigned AWS architecture with right-sized instances, reserved capacity, Terraform IaC, CloudWatch dashboards, and automated CI/CD deploys.
Impact
25% cost reduction. Zero-downtime deployments. Full infrastructure documented in code.
Before
Manual deployments, over-provisioned instances, no monitoring strategy.
After
IaC-managed infra, automated scaling, cost-optimized with proactive alerting.
Containerized Service Platform
DevOps · Self-Hosted Infrastructure
Problem
Business needed a self-hosted, maintainable stack for web services, email, internal tools, and monitoring without vendor lock-in.
Solution
Built a full Docker ecosystem: reverse proxy, SSL termination, self-hosted email (Mailu), monitoring (Prometheus/Grafana/Loki), and containerized applications.
Impact
47+ containers running. Zero vendor dependency for core services. Full operational visibility.
Before
Fragmented services, no unified monitoring, third-party email dependency.
After
Self-hosted platform with centralized monitoring, logging, and security controls.
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