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vision-transformer-replication
September 21, 2025 – October 16, 2025
Personal implementation of Vision Transformer (ViT) in PyTorch
View Projectportfolio-neha-kulkarni
April 10, 2025 – May 19, 2025
portfolio-neha-kulkarni — GitHub repository
View Projectlidar-parking-perception
March 19, 2025 – August 8, 2025
Graduate Research - Real-Time 3D LiDAR Perception and Occupancy Detection Pipeline for Autonomous Parking Systems
View Projectportfolio-hugo-blox
March 11, 2025 – April 2, 2025
portfolio-hugo-blox — GitHub repository
View ProjectCG-Rasterisation-Engine
February 25, 2024 – April 2, 2025
Reconstructed the OpenGL API engine in Python and implemented the pipeline to render 2D and 3D models in the engine.
View ProjectFacial-Expression-Recognition
November 14, 2023 – December 10, 2023
Implement a CNN that detects facial expression on human faces.
View ProjectSpotify-Music-Data-Analysis
September 21, 2023 – March 28, 2025
Analyzed Spotify’s 12M-song dataset using SQL and NoSQL modeling, normalization, indexing, and the Apriori algorithm for pattern mining.
View Projectcomputer-graphics
September 17, 2023 – May 21, 2024
Reconstructed the OpenGL API engine in Python and implemented the pipeline to render 2D and 3D models in the engine.
View ProjectAutonomous-Parking-Using-RL-and-GA
April 24, 2023 – March 22, 2025
Simulated an autonomous parking system using Reinforcement Learning and Genetic Algorithms for intelligent path planning.
View ProjectCultural Fit Analysis
The candidate's projects are predominantly personal and research-oriented, showcasing strong individual initiative and a deep interest in advanced technical topics. The diversity of projects, from autonomous systems to computer graphics and data analysis, suggests adaptability and a broad technical curiosity. However, the lack of team-based or professional experience makes it difficult to fully assess cultural fit in a collaborative corporate environment. The focus on cutting-edge ML/AI aligns well with innovative data science teams.
Soft Skills & Operational Fit
The provided data does not contain information to assess soft skills or operational fit. Project descriptions indicate a strong technical focus and ability to work on complex individual projects.