Venkatakrishnan Ramesh

PORTFOLIO 2026

Venkatakrishnan
Ramesh

AI ENGINEER | IT AUTOMATION | CLOUD SECURITY | 3D AI

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SELECTED WORK

Systems that solve real problems.

Productivity systems, ML automation, semantic search, 3D reconstruction, cloud-security modeling and developer tooling.

Life OS

FlutterAndroidXP

Designed a local-first productivity command center for habits, todos, water, steps, workouts, finance, life score, XP and levels.

OperationalML

PythonStreamlit

Designed a low-code ML automation platform to shorten model-building workflows and reduce setup friction.

Identity-to-Data Risk Analyzer

CloudIAM

Modeled IAM exposure paths and sensitive-data risk to support defensive cloud-security prioritization.

EXPERIENCE

Enterprise engineering, AI systems and research depth.

Recent work across Palo Alto Networks, aiRender, Sirch, IBM, BuddiAI and research programs.

Palo Alto Networks

PANWGCPSonarQube

Automated validation, evidence collection, refresh checks, CI/CD governance, and cloud-operations reporting for enterprise platforms.

IT AutomationQAGCP

aiRender and Sirch

3DLLMSearch

Prepared Gaussian Splatting inputs for 3D reconstruction and integrated LLM-backed semantic search into product retrieval workflows.

3D AINLPSearch

IBM, BuddiAI and Research

IBMTensorFlowPyTorch

Evaluated healthcare AI, clinical NLP, GANs, imbalanced data, and applied ML through internships and research programs.

Healthcare AIGANsEHR
7Scholar publications
21Scholar citations
3h-index
331AWS DeepRacer global rank

RESEARCH & STACK

ML, NLP, cloud, security and developer tooling.

Published work, competition results and a practical technical stack for shipping reliable systems.

Google Scholar

Google Scholar

Published works across ML, deep learning, NLP, bioinformatics, healthcare AI, and LLM resume classification.

Technical Stack

PythonPyTorchDocker

Python, C++, Java, SQL, PyTorch, TensorFlow, GCP, Cloud Spanner, GitHub Actions, Harness, SonarQube and Docker.

Recognition

IBMAWS

Runner-up in IBM zDatathon for Social Good and ranked 331/2500 globally in AWS DeepRacer July League.