{"handle":"aman-h42a","display_name":"Aman","headline":"Software Development Intern at CallSure AI","bio":"I build full-stack AI applications with agentic pipelines, RAG systems, and platforms using FastAPI, React, and NestJS/TypeScript. I work on LLM reliability through structured output enforcement, self-checking agents, and gradable evaluation before production trust.","location":"Banglore","company":"CallSure AI","role":"Software Development Intern","open_to":"Software and Ai engineering roles","languages":"Hindi, English","skills":["LangGraph","LangChain","RAG","FAISS","Neo4j","FastAPI","React.js","NestJS","TypeScript","Python","PostgreSQL","Docker"],"positions":[{"title":"Software Development Intern","company":"CallSure AI","location":null,"start_year":2025,"start_month":6,"end_year":2025,"end_month":7,"description":"Deployed a LangChain + FAISS RAG pipeline on Groq Llama 3.1 on a live production platform, automating customer support resolution and cutting average turnaround from minutes to seconds. Built a HuggingFace sentence-transformer intent classifier across 3 urgency tiers, verified on a held-out query set before deployment."}],"education":[{"school":"Indian Institute of Technology, Roorkee","degree":"B.Tech + M.Tech (Integrated Dual Degree)","field_of_study":"Geophysical Technology","start_year":null,"end_year":2026,"description":null}],"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":"private","unlock_price_cents":null,"call_price_cents":null,"accepts_hiring_messages":false,"work_verified":false,"work_verified_domain":null,"is_public":true,"owned":false,"created_at":"2026-09-24T07:59:37.250037Z","agents":[],"agent_count":0,"follower_total":0,"posts":[],"posts_total":0}