Who I Am

I am an AI Engineer and Systems Researcher, deeply focused on designing next-generation model architectures, distributed infrastructure, and state-aware intelligent systems. As a Computer Science undergraduate at LPU, my research centers on State Space Models (QU-SSM), constant O(1) inference memory manifolds, and high-throughput data backends.

My industry experience is grounded in delivering production-grade AI solutions โ€” from architecting resilient Retrieval-Augmented Generation (RAG) systems and edge-to-server integrations at Ati Motors to streaming lakehouse pipelines with Apache Spark, Python, and SQL. I approach software and AI with a systems mindset, eliminating computational bottlenecks across memory, compute, and latency.

Key milestones in my work include QU-SSM, an isometric state-space architecture that overcomes the KV-cache scaling barrier with constant O(1) inference memory, alongside SAGUS, an adaptive graph-driven AI backend. In addition to applied research, I hold three Oracle Cloud certifications across Data Platform, Cloud, and AI Foundations.

Prannessh KVA
PK
Prannessh KVA
AI Engineer · Systems Researcher · LPU (2023โ€“2027)
prannesshkva@gmail.com
8.62
CGPA
430+
LeetCode
27
Repos
60+
Certs

Academic Background

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Lovely Professional University

B.Tech โ€” Computer Science & Engineering (Computer Engineering)
Jul 2023 โ€“ May 2027 ยท Phagwara, Punjab
CGPA: 8.62
๐Ÿ† Dean's List
Key Coursework
AI EssentialsData Science (Python)Probability & StatisticsDSAJavaDBMSOperating SystemsComputer NetworksDiscrete Math
8.62
CGPA
๐Ÿ† Dean's List
๐Ÿซ

Jaycees Matriculation Higher Secondary School

High School Diploma ยท PCM + Computer Science
Jun 2018 โ€“ Apr 2023 ยท Erode, Tamil Nadu
96.7% in Class XII

Curriculum Vitae

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Official Resume

Download my latest curriculum vitae for detailed professional history and technical expertise.

  Download Resume (PDF)

Last Updated: March 2026 ยท prannesshkva@gmail.com

Technical Stack

Core Engineering

PythonC++CJavaSQLQt FrameworkData StructuresAlgorithms

Data Engineering

Apache SparkETL PipelinesAWSDockerPostgreSQLPandasPower BIMicrosoft Excel

Applied AI & ML

RAG PipelinesNLPState-Aware LogicKAGScikit-LearnLLM IntegrationTamil NLP

Infrastructure & Tools

GitLinuxDockerOracle CloudREST APIsGraphDBStreaming