Senior Software Engineer | 5+ Years Experience | Full Stack, AI/ML, Scalable Web Applications

About Me

Senior Software Engineer with 5+ years of experience building scalable web applications, AI/ML systems, and enterprise eCommerce platforms. I work across the full stack — from React/Next.js frontends to Node.js/FastAPI backends — and have hands-on production experience with deep learning, NLP, and biomedical AI research.

Currently working as an AI & Machine Learning Engineer on research-grade systems involving LLMs, RAG pipelines, knowledge graph embeddings, and GPU-accelerated model training.

What I Do

Full-Stack Development

• React.js, Next.js, Angular, Node.js, TypeScript, PHP
• RESTful APIs, GraphQL, JWT Authentication
• MySQL, PostgreSQL, MongoDB, Supabase

AI / Machine Learning

• PyTorch, TensorFlow, Scikit-learn, CUDA (GPU training)
• NLP, LLMs, RAG pipelines, vector databases, transformer architectures
• MLflow, model deployment, FastAPI inference APIs

CMS & eCommerce

• WordPress (custom themes, plugins, WooCommerce, ACF Pro, Gutenberg)
• Shopify / Shopify Plus (Liquid, CLI, third-party integrations, CRO)

Cloud & DevOps

• AWS, Azure, Vercel, Docker, CI/CD (GitHub Actions)
• DNS, SSL, cPanel, staging-to-production workflows

Selected Work

Biomedical Knowledge Graph Link Prediction Hybrid PLM + Graph Embedding model (BioBERT + CompGCN) for drug-disease-protein link prediction. Achieved state-of-the-art benchmarks: FB15K-237 MRR 0.4257, WN18RR MRR 0.4830 — outperforming KG-R3 (CIKM'23).

DNAzyme Catalyst Prediction Platform Custom Transformer trained on GPU to predict DNAzyme catalytic activity. Improved Q² from 0.33 (baseline) to 0.7396 — a 124% accuracy gain.

AI Image Studio Production SaaS platform with 12+ AI-powered image tools (Angular, Node.js, OpenAI APIs). Real-time processing in 2–5 seconds.

Tuff Streeters (Australia) End-to-end WordPress platform for a national automotive brand running $5M+ vehicle giveaways and 2,000+ car events. 6-tier WooCommerce membership system.

MindWell GDPR-compliant mental health assessment platform (Next.js, PostgreSQL, Google OAuth) with clinical questionnaires, PDF reports, and interactive analytics.

Experience Highlights

• 5+ years delivering production-grade web and AI systems for global clients
• Worked with a Shopify Plus Partner agency on enterprise eCommerce platforms
• Currently building research-level AI systems (NLP, biomedical AI, knowledge graphs)
• Mentored junior developers and led architectural decisions at agency level
• Delivered 30+ freelance projects independently across WordPress, React, and Shopify