Hello, I'm an AI/ML engineer building intelligent systems in India!

Shivay Nagpal

AI Engineer / Researcher / Builder

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About Me

Hello! I'm an AI/ML Engineer at Predli, where I turn complex data into practical AI solutions. I build data pipelines for LLMs, design multi-agent systems, and create RAG applications for finance, legal, and more.

I really enjoy digging into tough problems and building solid solutions. My work covers everything from NLP and Computer Vision to cloud infrastructure on Azure and AWS. I'm also deeply interested in Geospatial AI and how maps can unlock new insights.

I'm especially passionate about autonomous agents and thoughtful system design. Originally from Nainital, when I'm not coding, you'll find me exploring the mountains with my binoculars or tinkering with hardware, like my custom weather station.

Experience

AI/ML Engineer at Predli Consulting
Architecting custom LLM solutions for clients across finance, legal, VCs, and real estate sectors. Designing and building features for Predli Studio, the company's enterprise AI platform, while deploying RAG systems and autonomous agent workflows using frameworks like LangGraph and Dagster.
Engineering data pipelines that process thousands of documents concurrently, implementing observability with LangFuse, and leading cross-functional projects to deliver scalable solutions on AWS and Azure.
2023—Now
ML Intern at Cactus Labs
Contributed to PaperPal by building tone analysis features using LLMs optimized with CUDA for secure manuscript processing.
2023
Managed Network Expert at Chegg India
Created solutions for academic problems pertaining to Advanced Physics posted by students from across the world.
2021

Research & Projects

  • PublicationARAGOG: Advanced RAG Output Grading
    Published research on evaluating retrieval-augmented generation systems (arXiv, 2024)
  • PublicationCryptocurrency Price Prediction using RNNs
    Wolfram Community Forum Staff Pick (2021) — Cryptocurrency price prediction using Recurrent Neural Networks
  • Hardware + MLNainital Weather Station
    Custom ESP32 weather station with BME280 sensors, uploading real-time data for community access and hyper-local weather prediction
  • Computer VisionCOCO Semantic Segmentation
    U-Net implementation for object detection with optimized 3-hour training pipeline
  • NLPGhass-Phoos: Local Flora Guide
    Semantic search pipeline with vector embeddings for regional plant identification using image-aided search across botanical catalogs

Education

Plaksha University — Technology Leaders Program
Gold Medal
Post Graduate Diploma focused on AI/ML, analytical reasoning, and first-principles thinking
2022-23
St. Stephen's College, Delhi — BSc. Programme with CS
Studied Mathematics, Physics, and Computer Science
2019-22
St. Joseph's College — 12th ISC (Sciences)
2019
St. Joseph's College — 10th ICSE
2017

I ♥

Cricket, Conservation, Rock Climbing, Bird Watching

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