Aspiring Data Scientist | NUS '24 | Ex-Singapore Airlines | Ex-Deloitte | | Gamer by night!
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Walmart Global Tech
Data Scientist
June 13, 2026 – Present
portfolio-backend
January 3, 2025 – January 16, 2025
A lightweight, RAG and VertexAI - powered chatbot built using FastAPI for the backend and integrated seamlessly into my portfolio website hosted at iamkarthikarun.github.io . The same application is hosted on AWS EC2 for continuous serving on the website.
View ProjectCloudVendorSelectionFramework
December 29, 2024 – December 29, 2024
A Python-based modular framework for fuzzy logic-driven cloud vendor prioritization using attitudinal CRITIC and query-based decision-making.
View Projectiamkarthikarun.github.io
December 3, 2024 – February 28, 2025
iamkarthikarun.github.io — GitHub repository
View ProjectBullyGuard
November 20, 2024 – November 21, 2024
ML-powered Discord moderation bot that detects and handles toxic messages in real-time. Uses a fine-tuned DistilBERT model to catch toxic content and implements an escalating response system to keep your server dandy
View ProjectQuizMasterAI
November 9, 2024 – November 9, 2024
A POC implementation of a RAG-based intelligent question generation system that processes educational texts through LLM based OCR and generates structured assessments using a fine-tuned Llama3 model. More of a codeshare than an actionable repo, apologies!
View ProjectTurbo-Predict
November 8, 2024 – November 8, 2024
TurboPredict: An aircraft engine RUL prediction system leveraging NASA's C-MAPSS dataset, featuring real-time sensor monitoring and predictive analytics through an interactive dashboard. This repository is a codeshare of the implementation and technical approach of the project. Some confidential work has been masked and removed due to NDAs
View Projectresume-customizer
October 4, 2024 – October 4, 2024
A GenAI powered resume customizer specific to LaTex formatted resumes.
View ProjectSentinels-Analysis-2021
September 20, 2023 – September 20, 2023
An Analysis of the performance of the Valorant Team Sentinels across 2021. Picked Sentinel because they're Akatsuki's (our Valo clan) favourite!!!
View Projectdatasciencecoursera
July 7, 2020 – July 7, 2020
This is a repo created for the Coursera Data Science Toolbox project.
View ProjectCultural Fit Analysis
The candidate's portfolio showcases a strong interest in data science and machine learning, aligning well with a Data Scientist role. The personal projects demonstrate initiative and a passion for technology. However, the lack of team-based projects or professional experience beyond a future role makes it difficult to assess collaboration and broader cultural fit within an established team environment. The projects are diverse in application but primarily individual efforts.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-directed approach to learning and problem-solving. The variety of personal projects suggests curiosity and a drive to apply technical skills to diverse problems. However, without formal assessment data (English Test, Psychometric Test), it is difficult to fully evaluate communication clarity, work attitude, stress handling, or team collaboration skills.