• Co-founded AI-driven consulting marketplace and shipped product from concept to live production

• Built consultant-project matching engine using FastAPI, Go, PostgreSQL, vector embeddings, and custom ML models, serving 50K+ requests/day at sub-100ms latency

• Integrated OpenAI and Anthropic APIs to power conversational search, auto-generated consultant profiles, and semantic matching

• Developed real-time analytics dashboards and data pipelines for financial insights and client decision-making

• Reduced NLP inference latency 68% (2s → 650ms) for 2,000+ users worldwide by implementing request batching, embedding caching, and model optimization

• Improved retrieval relevance 67% by building a RAG pipeline with PyTorch embeddings and reranking, validated through A/B testing across user cohorts

• Cut deployment time 70% by migrating a monolith to AWS Lambda serverless and shipping an ML evaluation framework with regression detection

• Built multilingual accessibility features for Arabic and Portuguese students, including speech-to-text and predictive input, deployed to live classrooms

• Reduced p99 payment latency 75% (800ms → 200ms) across 100K+ daily transactions by redesigning reconciliation to async Kafka event-driven architecture

• Achieved 99.9% SLA uptime on critical Go microservice by diagnosing OOM crashes and implementing connection pooling, circuit breakers, and retry with exponential backoff

• Reduced hallucination rate 40% by building RAG retrieval system with vector database, LLM orchestration, and automated evaluation framework

• Shipped REST/gRPC APIs with JWT/OAuth2 auth, deployed on Kubernetes with CI/CD, Prometheus/Grafana observability, and automated rollback

• Reduced production defects 30% by owning testing, code reviews, and automated QA across the full SDLC

• Ranked #1 among seasonal associates by driving sales through consultative client engagement, persuasive communication, and strong product knowledge in a fast-paced retail environment

• Delivered high-volume service in a fast-paced upscale dining environment, building strong multitasking, composure under pressure, and endurance during long late-night shifts