hi, i'm lakshit sachdeva
building stuff at the intersection of machine learning and scalable systems. currently working on things that learn, reason, and optimize themselves.
some things i've built
Vision-AI Waste Management
Deployed a custom ResNet-50 backbone with 95.45% inference accuracy. Engineered real-time edge processing on Arduino for automated industrial waste classification.
Predictive Alpha: Quant Platform
Developing a full-stack financial engine with real-time volatility tracking, secure multi-tenant architecture, and automated portfolio optimization algorithms.
QuizGen - AI-Powered Quiz App
Android quiz application with AI-powered question generation from notes, PDFs, and images. Features preloaded quizzes, Gemini API integration, Firebase authentication, and ML Kit OCR.
CAPTCHA-X Recognition System
Deep learning system using convolutional neural networks for CAPTCHA recognition. 24-layer CNN architecture achieving 98.97% accuracy on 5-character CAPTCHAs with grayscale preprocessing.
Claims Processor
Intelligent insurance claims processing system leveraging Cloud LLM APIs, RAG, and Gmail integration. Automated claim evaluation with structured query parsing, confidence scoring, and FAISS-powered semantic search.