🚀 Lead GenAI / Machine Learning Engineer | AI Systems Builder | Technical Project Leader

Machine Learning Engineer with 6+ years of experience building scalable AI systems across NLP, GenAI, and Deep Learning, with proven impact in LLM deployment, MLOps, and product delivery at scale.

• 🤖 Build and deploy LLM-powered systems (100K+ requests/day scale)
• 🏗️ Design end-to-end ML pipelines (training → deployment → monitoring)
• 📊 Translate business problems into production-grade AI solutions
• 🧩 Drive execution across engineering, product, and business teams

Lead Software Engineer – GenAI

• Building Advocate Assist, a conversational AI agent for proactive chat support
• Working with Gemini, Dialogflow CX, Playbooks (GCP GenAI stack)
• Delivering systems operating at 10K–100K daily interactions
• Collaborating with architects, product owners, and business stakeholders

ML GenAI Engineer → Technical Project Manager (DLP Team)

• Built Dynamic Landing Pages (DLP) from scratch — a high-revenue ML product improving SEO rankings and retail discovery :contentReference[oaicite:0]{index=0}
• Developed in-house LLM service handling 100K+ requests/day using FastAPI, Celery, Redis :contentReference[oaicite:1]{index=1}
• Led cross-functional delivery (Scrum, planning, stakeholder alignment) :contentReference[oaicite:2]{index=2}
• Owned MLOps stack: Kubernetes, Prefect, GitHub Actions :contentReference[oaicite:3]{index=3}

• Built Query Understanding & Content Understanding pipelines (BERT, distilBERT, PyTorch) :contentReference[oaicite:4]{index=4}
• Migrated ML infra to AWS SageMaker
• Developed classification & recommendation pipelines

Languages: Python, JavaScript, Dart
ML/AI: NLP, Transformers, RAG, LLMs, Agentic AI, Deep Learning
Frameworks: FastAPI, Flask, Django, React
MLOps: Docker, Kubernetes, Prefect, Jenkins, CI/CD
Cloud: AWS (SageMaker, S3), GCP (BigQuery, GenAI stack)
Tools: Git, JIRA

• 🎵 RAG-based Music Chatbot (YouTube data + FAISS + LangChain) :contentReference[oaicite:5]{index=5}
• 🛍️ Multilingual Product Search (English + Japanese, LLM-based) :contentReference[oaicite:6]{index=6}
• 🧠 Hierarchical Text Classification (Contrastive Learning research) :contentReference[oaicite:7]{index=7}
• 🤖 Multi-agent & GenAI systems (contract + experiments) :contentReference[oaicite:8]{index=8}

• Advanced Agentic AI systems & orchestration
• Scalable GenAI infra (multi-agent, RAG pipelines)
• AI-first product building under The Vibe Coder

GenAI • LLMs • MLOps • NLP • System Design • AI Products • Scaling ML Systems

• 🧑‍💻 GitHub: https://github.com/ayushxx7
• 📧 Email: YXl1c2h4eDdAZ21haWwuY29t
• 🌐 Blog: https://ayush-blog.netlify.app

I optimize everything — even wrote a script just to toggle Bluetooth faster 😄