Student | Competitive Programming| Data Analysis & Visualization | Machine Learning
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Assessing your cultural and operational fit
Chennai Institute of Technology
Student
June 12, 2026 – Present
Drift-Watch
May 16, 2026 – Present
A real-time MLOps system that detects concept drift in embeddings using statistical testing and incremental PCA. Prevents silent model degradation by monitoring distribution shifts before they impact performance.
View ProjectVelocity-Startup-Builder
April 2, 2026 – Present
Emphasizing how quickly you go from prompt to pitch.
View ProjectSeaSense---Ocean-Argo-Data-Query
March 30, 2026 – Present
A part of my final year project and ICDSAAI Conference
View ProjectSpring_AI
October 4, 2025 – October 4, 2025
Using the Spring AI framework for AI engineering and adding an AI domain in the modular design and ecosystem of a Spring ecosystem
View ProjectAI_RAG
May 28, 2025 – May 28, 2025
AI_RAG is a document-based AI chatbot integrating AWS Bedrock and S3, featuring user/admin dashboards, enabling intelligent querying, document ingestion, and seamless cloud-powered retrieval-augmented generation (RAG).
View ProjectARIMA-SARIMA-Implementation
December 21, 2024 – December 21, 2024
Auto Regressive Integrated Moving average & Seasonal Auto Regressive Integrated Moving Average
View ProjectAmazon-Clone
November 29, 2023 – November 11, 2024
An Amazon clone created with HTML and Bootstrap is a web application that emulates the user interface and design of the Amazon e-commerce platform using HTML for structure and Bootstrap for styling, providing a visually similar shopping experience.
View ProjectHotel-Management-System
November 29, 2023 – December 24, 2023
A hotel management system developed using Python, Tkinter, and SQL involves a graphical user interface (GUI) built with Tkinter for user interactions, a backend database implemented with SQL for data storage, and Python code to manage hotel-related functionalities such as room booking, guest information, and billing, following OOPS principles.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards AI/ML and data science, which could align with roles requiring innovation and continuous learning. However, the projects are primarily personal and academic, indicating a potential need for mentorship and exposure to industry best practices. The target role 'Student' suggests a learning-oriented mindset, but also a lack of direct professional experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate is currently a student with no professional work experience beyond their academic role.