A small selection of recent projects
Hand Gesture Recognition
Built cost-effective deep-learning models using TensorFlow for webcam-based gesture recognition, increasing communication by 30% with integrated gTTS and Pygame
Headed assistive technology for 10,000+ users
Medical Image Classification
Achieved 95% accuracy in medical image classification for Bloodmnist and Breastmnist datasets contributing to global health
Outperformed Vgg16, ResNet50 benchmark, 30% faster inference, 10% higher accuracy, integrating 5 models for advanced analysis
Wine Data Analysis
Conducted comprehensive analysis on a wine dataset optimizing each through meticulous parameter tuning
Employed diverse classification approaches rigorously evaluating performance with multiple metrics for effective comparison
Birds Species Identification
Developed a deep-learning model Yolov5 and a user-friendly application achieving 93% accuracy for bird species identification through image uploads
Integrated eBird API for predicting birding hotspots and leveraged Wikipedia API to fetch detailed bird information by name inputs
Land Cover Classification
Developed machine learning models using satellite imagery, collaborating with UPES teams, resulting in a significant 40% reduction in classification errors
Utilized advanced data pre-processing via transfer learning, leading to a notable 20% boost in model precision
Achievements
Published and Presented an International Paper Titled GestoSense: A Hand Gesture Recognition System for Individuals with Auditory and Speech Impairments at "2024 3rd International Conference on Advanced Communication and Intelligent Systems (ICACIS-2024)"
Jawaharlal Nehru University, New Delhi, IndiaMay 16-17, 2024Course Representative at Kingston University London to coordinate, communicate, and resolve queries between course students, professors, and the course leader
Kingston University LondonJanuary 2023 - January 2024Received a Gold Medal for outstanding academic achievement throughout my Bachelor's Degree in Bachelor of Engineering in Computer Science
KSIT, BengaluruAugust 2018 - August 2022Received an award for Best Paper for the Project Titled Bird Species Identification during Bachelor's degree
National Conference on Recent Innovations and TechnologyJune 2022Published and Presented a Paper Titled Bird Species Identification in the "Journal of Emerging Technology and Innovative Research (JETIR)" with Paper ID: JETIR22034ON
International JournalMarch 2022Won the National Level Hackathon Toycathon 2021 leading a victorious team of over 14,000 competing teams
Ministry of Education's Innovation Cell (MIC), IndiaJune 2021
Certifications
My work experience
My approach
Objective Alignment & Data Assessment
Align project goals with business objectives and assess relevant data sources for strategic insights
Data Exploration & Model Development
Conduct comprehensive data exploration and develop predictive models to extract actionable insights
Insight Delivery & Performance Optimization
Deliver clear, actionable insights through detailed reports and visualizations, continuously optimizing strategies for enhanced business performance