Rishav Upadhaya
Full Stack Developer • AI/ML Engineer — Building production-ready RAG & agentic systems
 AI & ML
 Django & FastAPI
 pgvector / PostgreSQL

AI Engineer Intern @ AsterGaze

Kathmandu, Nepal • Open to internships & collaborations

Projects

Calendar Agent

AI-powered agent that automates IPO events to Google Calendar and manages reminders. Integrated chat summarization reduced token usage by ~30%.

GitHub

Company Information Extraction System

AI pipeline extracting company details from long documents into structured CSV format with validation and error handling.

GitHub

RAG Agent (Questions_RAG)

Retrieval-Augmented Generation system analyzing PDFs to answer questions and predict trends with LangGraph and pgvector.

GitHub

Sentiment Analysis

NLP pipeline to classify IMDB movie reviews using TF-IDF + Logistic Regression achieving 88% accuracy.

Demo

Blog

The Model Context Protocol (MCP): The Future of LLM Tool Integration

Exploring how MCP reshapes LLM integrations for real-world AI systems.

Read on Medium

Experience

AsterGaze Technologies — AI Engineer Intern

05/2025 – Present • Built Calendar Agent, RAG pipeline, and AI wrapper in Go for context-aware responses.

Leapfrog Technology — Student Partner (Apprenticeship)

04/2025 – Present • Implemented RAG project using LangChain & LangGraph, Agile workflows, and clean code practices.

HOBES TECH Pvt. Ltd — UI Designer

04/2023 – 11/2023 • Built Figma component libraries, prototyped AI-powered trip planner, designed apps and landing pages.

Skills

Backend

Python, Django, ORM, REST, WebSockets, Channels, Asyncio, Docker, Redis (Basic)

Databases

SQLite, MySQL, PostgreSQL (Basic)

Frontend & Tools

HTML, CSS, JavaScript, Figma, Git, Postman (Basic)

Soft Skills

Communication, Problem Solving, Networking, Adaptability, Time Management

Certifications

IT Essentials — Cisco
Python for Beginners — Cisco
Data Analysis with Python — IBM
LangChain: Chat with your Data — DeepLearning.AI
Hackathon Participation (SecurityPal, Sandbox, CodeYatra)