AMAN SINGH SHEKHAWAT

VIT BHOPAL UNIVERSITY

Masters of Computer Applications · Computer Applications

August 1, 2024 – June 30, 2026

BIT MESRA,JAIPUR

Bachelor of Computer Applications · Computer Applications

August 1, 2020 – June 30, 2023

ResearchMind

January 1, 2024 – Present

Built an autonomous multi-agent research pipeline with 4 specialized agents Search, Scraper, Writer, and Critic capable of producing end-to-end structured research reports on any topic. Engineered agent orchestration using LangChain with sequential state passing across Search → Scrape → Write → Critique workflow, reducing manual research effort significantly. Developed a real-time Streamlit UI with live pipeline status tracking, showing per-agent progress and streaming results as each agent completes its task. Integrated web search and URL scraping tools into dedicated agents, enabling dynamic content retrieval and deep extraction from the most relevant sources.

Ready4Hire

January 1, 2024 – Present

Helped 10+ beta users reduce interview prep time by 40% through AI-driven mock sessions. Built an AI-powered mock interview platform with role-based level-based question generation using ChatGroq API. Developed resume-based interview system extracts skills from uploaded resumes and generates personalized questions. Engineered real-time communication via Socket.IO for instant question/evaluation updates without page refresh. Designed interactive interview environment with voice recording and Monaco-based coding editor for oral technical rounds. Built AI feedback system delivering automated scoring, detailed insights, and session-based performance tracking.

AskMyNotes

January 1, 2024 – Present

Impact: Processes PDF/TXT documents up to 10MB with sub-second semantic search across 500+ chunks. Implemented a Retrieval-Augmented Generation (RAG) system using LangChain, FAISS vector store, and HuggingFace embeddings for accurate, context-aware answers. Created a microservices architecture with Node.js (backend) and FastAPI (AI service), ensuring scalable and efficient processing of large documents. Integrated real-time streaming responses using Socket.IO, delivering a -ChatGPT-like conversational experience without page refresh. Engineered a multi-user system with secure authentication and file management, enabling users to manage documents and query them independently. Designed automated file ingestion pipeline: text extraction → chunking → embedding generation → vector storage

Web Development Bootcamp [MERN STACK]

Unknown

April 30, 2026 – Present

Generative AI with Lang Chain

Unknown

April 30, 2026 – Present