Abhishek Kandoi - Senior LLM Engineer

Skills

Python

LLM

RAG

PyTorch

Java

Docker

Redis

React

Node.js

AWS

C++

FastAPI

Achievements

90%+ Medical Coding Accuracy

Boosted from 54% at CombineHealth AI

1B+ Events/Day Processing

Scaled Kafka processor at InMobi

ACM ICPC Top 5%

National ranking 2014

Patent Application

Buying Stage Determination in a Digital Medium Environment
U.S. Patent Application 14/949,088

Currently Working

CombineHealth AI

Nov 2024 - Present

Senior LLM Engineer

Python Claude Sonnet Graph RAG Neo4j Docker DynamoDB

Boosted accuracy of our ICD-10-CM medical coding from 54% to over 90%
Implemented a foundational reasoning layer for our CPT and ICD-10-CM medical coding workforce

Pure Storage India

Jan 2024 - Jul 2024

Member of Technical Staff 4

C++ Python NFS Gemma

Won company's Global Hackathon focused on GenAI, leading to an Invention Disclosure
Led team in hardening Pure's NFS v4.1 distributed file system using fuzzing techniques
Hardened all major NFS v4.1 operations, preventing potential security vulnerabilities

Morphle Labs

May 2021 - Dec 2023

Senior Software Engineer

Java Python Node.js AWS

Created transformer-based ML model for WBC hunting, improving recall by 12%
Led ML lifecycles for WBC cell hunting, Monolayer Detection, and Out-of-Focus detection
Developed scanning algorithm for whole slide imaging, bringing scan time down from 5 to 3 minutes

Ambient.AI

Aug 2017 - Apr 2018

Software Engineer

Python React Node.js Docker

Developed WebRTC real-time video streaming platform deployed at 5+ Fortune 100 companies

InMobi

Nov 2016 - Jul 2017

Software Engineer

Java Kafka Docker

Scaled Kafka event processor by 40% (to 1 billion events per day or 11,500 QPS)

Projects

AI Workforce for Medical Coding

Highly-accurate medical coder with reasoning using Sonnet 3.7, RAG & Neo4j

NFS v4.1 Red Teaming

Used fuzzing techniques to identify seven critical security vulnerabilities in Pure Storage's NFSv4.1 implementation

WBC Hunting Model

Transformer-based ML model improving recall of WBCs by 12% in blood smear images

Certifications

Oct 2024

Google Cybersecurity Certificate

Issued by Coursera

Nov 2020

Triplebyte Certified Generalist SWE

Certificate ID: R0ucPuE

Aug 2020

Triplebyte Certified ML Engineer

Certificate ID: R0ucPuE

Education

UCSD M.S. Intelligent Systems & Robotics
2019 - 2021

IIT Roorkee B.Tech Computer Science
2012 - 2016