
Principal Architect - AI/ML
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Assessing your cultural and operational fit
VMware
Data Scientist
June 20, 2026 – Present
autonomous-driving-adas
June 19, 2024 – October 30, 2024
A repository of autnonoums self-driving vehicles articles, dataset, software and more.
View Projectmulti-modality-evals
April 26, 2024 – April 27, 2024
Multi-Modality Evals is an evaulation and benchmarking framework for multi-modality AI/ML models on a large number of different evaluation tasks. Evaluates AI/ML models on metrics such as answer relevancy, summarization, faithfulness, hallucination, toxicity, bias, etc.
View Projectvmware-tanzu-solutions
January 11, 2021 – January 12, 2021
A solution blueprint or reference model to implement a hybrid/multi-cloud fictious Food Delivery App using VMware’s Tanzu (Kubernetes) & Cloud SaaS services.
View Projectai-ml
September 28, 2019 – June 9, 2025
A collection of AI/ML articles, guides and projects.
View Projectawesome-tech-articles-blogs
April 3, 2019 – November 2, 2024
A curated list of software design articles, tutorials, engineering blog entries and videos that I come across everyday.
View Projectkaggle-competition-ad-fraud-talkingdata
March 6, 2018 – April 9, 2018
This repository is for Kaggle Challenge - TalkingData AdTracking Fraud Detection Challenge Can you detect fraudulent click traffic for mobile app ads? https://www.kaggle.com/c/talkingdata-adtracking-fraud-detection
View Projectddd-cqrs-es-microservices-sample
July 11, 2017 – July 12, 2017
A sample application follows Domain-driven Design (DDD), CQRS and Event Sourcing approaches built using Spring Cloud (Microservices).
View Projecte-commerce-microservices-sample
November 2, 2016 – January 11, 2024
A fictitious cloud-native e-commerce application using microservices architecture powered by polyglot languages & databases, deployable to Kubernetes & AWS
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards personal learning and exploration in AI/ML, software architecture, and cloud-native development. While the target role is Data Scientist, some projects like 'ddd-cqrs-es-microservices-sample' and 'e-commerce-microservices-sample' lean heavily into software engineering and system design, which might indicate a broader interest beyond pure data science or a potential misalignment if the role is strictly focused on data science research/modeling. The 'awesome-tech-articles-blogs' project suggests a continuous learning mindset.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.