Open to opportunities

Abhishek Kandoi

@abhishekkandoi

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Senior Software Engineer specializing in backend engineering and machine learning.

India

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What I'm looking for

I am looking for opportunities to innovate in AI and backend systems, with a focus on collaborative environments that foster growth and creativity.

I am a Senior Software Engineer with extensive experience in backend engineering and machine learning. Currently, I am working at CombineHealth AI, where I developed the GraphRAG service using Neo4j, enabling efficient knowledge graph-backed queries. My role also involves optimizing LLM observability to enhance performance and reduce token usage, showcasing my commitment to innovative solutions in AI.

Previously, I held positions at Pure Storage India and Morphle Labs, where I led teams to identify critical security vulnerabilities and designed a full-stack platform that significantly boosted sales. My technical expertise spans various domains, including cloud architecture, Python, and advanced machine learning techniques, which I leverage to drive impactful projects.

With a strong foundation in computer science and robotics from IIT Roorkee and UC San Diego, I am passionate about developing cutting-edge technologies that solve real-world problems. I thrive in collaborative environments and am eager to contribute to projects that push the boundaries of technology.

Experience

Work history, roles, and key accomplishments

Current

Senior LLM Engineer

Current

Combinehealth AI

Nov 2024 - Present (8 months)

Developed GraphRAG service using Neo4j to answer knowledge graph backed queries. Built a cache layer and setup LLM observability to reduce and measure LLM token usage.

Graph RAG LLM Neo4j GraphRAG LLM Observability

Member of Technical Staff 4

Pure Storage India

Jan 2024 - Jul 2024 (6 months)

Orchestrated a cluster of fuzzers to identify security vulnerabilities using code coverage driven fuzzing algorithms, leading to identification of 4 high-severity bugs. Led team of three engineers in hardening Pure's NFS v4.1 filesystem fixing 7 critical issues.

Security Vulnerabilities NFS

Senior Software Engineer

Morphle Labs

May 2021 - Dec 2023 (2 years 7 months)

Designed and developed full-stack platform to control a high-throughput WSI scanner MorphoLens 240, capturing 7MP images at 72fps, which led to $1M in annual sales. Led ML development lifecycles for WBC cell hunting, Monolayer Detection, and Out-of-Focus detection features.

Full Stack Developer WSI Scanner WBC Cell Hunting Monolayer Detection

Founding Engineer

Ambient.ai

Aug 2017 - Apr 2018 (8 months)

Built real-time video streaming platform using WebRTC for sub-second latency.

WebRTC Platform Development

Software Development Engineer

Inmobi

Nov 2016 - Jul 2017 (8 months)

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

Kafka Event Processing Scalability Distributed Systems

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Roorkee

Bachelor of Technology, Computer Science

Completed a Bachelor of Technology in Computer Science, building a strong foundation in core computer science principles. Studied various aspects of software development, algorithms, and data structures.

University of California San Diego

Master of Science, Intelligent Systems, Robotics

Focused on Intelligent Systems and Robotics, gaining expertise in advanced AI and robotic technologies. Engaged in research and projects related to intelligent automation and machine learning applications.