IT Undergrad @ NITK 2026
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Assessing your cultural and operational fit
llama-infer-cpp
March 24, 2026 – Present
From-scratch C++ runtime for Llama 2 inference. Implements full transformer forward pass with RoPE, GQA, KV cache, SwiGLU, and a custom BPE tokenizer. No framework dependencies.
View Projectmultimodal-fake-job-detection
September 10, 2025 – Present
IT416 Computer Vision Course Project : Multimodal Fake Job Posting Detection
View ProjectKannada-CNN
March 12, 2025 – April 13, 2025
This project recognizes 49 Kannada letters using a CNN classifier (TensorFlow/Keras). A FastAPI backend and Next.js (TypeScript) frontend enable users to draw letters and get predictions.
View ProjectImage-Color-Palette
January 26, 2025 – February 10, 2025
Image Color Palette is a Next.js-based web application that allows users to extract color palettes from uploaded images. Users can easily upload an image, view its color composition, and copy color values in different formats (RGB, HEX, HSL).
View ProjectNeuro-Sudoku
January 26, 2025 – February 8, 2025
A full-stack web application for real-time Sudoku solving. Users upload an image of a Sudoku puzzle, the application extracts and recognizes the digits using a Vision Transformer (ViT) model trained on the extended EMNIST dataset, and then solves the puzzle with a backtracking algorithm. The project uses NextJS frontend and FastAPI backend.
View ProjectAI-Resume-Insights
September 27, 2024 – April 6, 2025
An AI-driven resume feedback system built using Langchain and the Gemini API, with a Django backend framework and a Next.js/TypeScript frontend.
View ProjectC-Compiler-Phases
February 22, 2024 – July 3, 2024
IT250 Mini Project to contruct a C Compiler using Lex, Yacc and Python
View ProjectVisual-Hand-Gesture-Recognition
February 4, 2024 – July 3, 2024
This project aims to recognize American Sign Language (ASL) gestures in real-time using Python, OpenCV, and MediaPipe. The system employs computer vision techniques to interpret hand gestures, facilitating communication through ASL.
View ProjectInkwell-Insights-A-Blogging-Website
January 31, 2024 – July 11, 2024
A Full-stack blog application built using the MERN (MongoDB, Express.js, React, Node.js) stack. The frontend is styled using Tailwind CSS with the Flowbite theme.
View ProjectRobotic_Arm
March 14, 2023 – July 18, 2023
ROS package to simulate and control a simple Robotic Arm.
View ProjectCultural Fit Analysis
The candidate demonstrates a strong inclination towards personal projects, often involving cutting-edge AI/ML and system-level programming. This indicates a proactive, self-driven individual who thrives on technical challenges. The diversity of projects, from full-stack web development to compiler construction and AI inference, suggests adaptability and a broad interest in technology. However, the lack of team-based or professional experience makes it difficult to assess collaboration and cultural alignment within a structured organizational setting.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a strong technical drive and ability to complete complex projects independently.