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Btech AI SRM UNIVERSITY
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contrastive-cognitive-routing
December 21, 2025 – Present
This repository contains a prototype implementation of a Contrastive Cognitive Router (CCR) for bounded AI agent systems.
View Projectpython-algorithms-and-solutions
March 29, 2025 – March 29, 2025
This repository contains Python scripts for solving a wide range of algorithmic problems, including backtracking, dynamic programming, graph traversal, mathematical operations, and AI-based solutions. It also includes utility programs like basic calculators, vehicle management systems, and game simulations.
View ProjectCollege-Ride-Sharing-Platform
February 25, 2025 – May 7, 2025
The College Ride Sharing Platform is a secure, student-only ride-pooling service designed to make commuting cost-effective, safe, and convenient for college students. It allows users to schedule rides, match with verified students, opt for gender-specific pooling, split fares, and send emergency SOS alerts for enhanced security.
View Projectlg-help-webscraper
February 19, 2025 – February 19, 2025
📌 Project Overview: This project automates web scraping of the LG Help Center to extract support articles, themes, error codes, and related information. It utilizes Selenium, Pandas, and Requests to navigate pages, filter duplicate data, and store the results in structured CSV and JSON formats.
View ProjectRAG_OLLAMA_PAPER
December 12, 2024 – February 1, 2025
RAG_OLLAMA_PAPER — GitHub repository
View Projectsynthetic-time-series-anomaly-detection
December 5, 2024 – February 6, 2025
This project generates synthetic multivariate time series data simulating hardware metrics (CPU, memory, battery, etc.) with random anomalies. It includes anomaly detection using Isolation Forest and visualizes results. Ideal for testing anomaly detection models and simulating large-scale data.
View ProjectTranscribe-Reels
October 2, 2024 – October 2, 2024
Instagram Reels Transcription App is a web-based application built using Streamlit that allows users to transcribe Instagram Reels into text using the AssemblyAI API. The app downloads Instagram Reels, converts them into audio, and transcribes the audio with speaker labels and timestamps.
View ProjectStyle-transfer-for-rooms
September 27, 2024 – November 12, 2024
This project showcases a Style Transfer Autoencoder built using PyTorch, which applies photorealistic style transfer to images. The autoencoder architecture utilizes a pre-trained VGG-19 network for encoding, with a custom bottleneck feature aggregation and decoder for reconstruction.
View ProjectAI-ML-Portfolio
September 27, 2024 – August 15, 2025
A curated portfolio showcasing my expertise in AI/ML, including LLM fine-tuning, RAG implementations, generative AI, and deep learning models. Projects span NLP, computer vision, and audio synthesis using PyTorch, LangChain, and Hugging Face.
View ProjectPublicTransportationEfficiency
September 23, 2024 – September 29, 2024
Develop an AI-based system to optimize public transportation schedules and routes to reduce fuel consumption and minimize carbon emissions, while ensuring maximum convenience for city residents.
View ProjectCultural Fit Analysis
The candidate's portfolio is heavily focused on personal AI/ML projects, demonstrating a strong passion for the field. The diversity of projects (NLP, computer vision, time series, web scraping, ride-sharing) suggests adaptability and a broad interest in applying AI to different domains. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative work environment. The target role of 'Data Scientist' aligns well with the technical skills showcased in the projects.
Soft Skills & Operational Fit
The candidate's project descriptions suggest an ability to work on diverse problems, from web applications to complex AI models. However, without formal work experience or psychometric test results, it is difficult to assess soft skills like teamwork, communication, or stress handling. The focus on personal projects indicates self-motivation and initiative.