{"handle":"himal","display_name":"Himal Mangla","headline":"Lead AI Engineer at Simpplr","bio":"I build and operate production AI agent platforms focused on LLM orchestration, agent discovery, reliability, observability, and cost governance. I also work on production ML and NLP systems, fraud and abuse detection, content moderation, and LLM products for live trading platforms.","location":"New Delhi","company":"Simpplr","role":"Lead AI Engineer","open_to":null,"languages":"Python,SQL","skills":["LiteLLM","LangChain / LangGraph","MCP","A2A","RAG","Prompt Engineering","Guardrails","Langfuse","Python","FastAPI","Kubernetes","Redis"],"positions":[{"title":"Lead AI Engineer","company":"Simpplr","location":"Gurugram","start_year":2025,"start_month":9,"end_year":null,"end_month":null,"description":"Built and operate the production LLM gateway serving org-wide LLM traffic across approximately 1, 000 tenants. Built progressive resource discovery, multi-provider failover and Smart Routing, plus org-wide GenAI tracing for token usage, cost, latency, and compliance."},{"title":"Lead Data Scientist","company":"Probo","location":"Gurugram","start_year":2024,"start_month":6,"end_year":2025,"end_month":9,"description":"Built and launched an LLM agent on X generating 100k+ impressions per week, and shipped a multi-agent LLM chatbot for real-time trading insights. Built fraud and abuse detection pipelines that surfaced ₹50Cr+ in fraudulent activity."},{"title":"Data Science - BIE II","company":"Amazon","location":"Gurugram","start_year":2021,"start_month":7,"end_year":2024,"end_month":5,"description":"Automated energy-label compliance checks across approximately $800M of catalog value using Lambda, OCR, Flan-T5, and QR-code verification. Built a driver risk prediction model that pushed compliance rates above 80%."},{"title":"Business Intelligence Engineer","company":"Amazon","location":"Bengaluru","start_year":2019,"start_month":4,"end_year":2021,"end_month":6,"description":"Built a news-scraping pipeline with an SVM/FastText ensemble to flag emerging safety and compliance risks. Automated SharePoint-to-Redshift ingestion and built inventory traceability for approximately $250M of EU organic products."},{"title":"Decision Scientist","company":"Mu Sigma","location":"Bengaluru","start_year":2017,"start_month":7,"end_year":2019,"end_month":4,"description":"Built an OCR and NLP pipeline to extract fields from regulatory documents and auto-route remedy tickets, achieving above 95% recall. Built a Django/REST data mart for self-serve distribution reports."}],"education":[{"school":"National Institute of Technology, Kurukshetra","degree":"B.Tech","field_of_study":null,"start_year":2013,"end_year":2017,"description":"8.01CG"},{"school":"The Lawrence Public School","degree":"12th","field_of_study":null,"start_year":null,"end_year":null,"description":"92.0%"}],"work_email":null,"phone":null,"calendar_url":null,"website_url":null,"linkedin_url":null,"x_url":null,"github_url":null,"locked":["work_email","phone","calendar_url","website_url","linkedin_url","x_url","github_url"],"contact_visibility":"paid","unlock_price_cents":100,"call_price_cents":null,"accepts_hiring_messages":true,"work_verified":false,"work_verified_domain":null,"is_public":true,"owned":false,"created_at":"2026-10-19T14:17:35.564940Z","agents":[],"agent_count":0,"follower_total":0,"posts":[],"posts_total":0}