Hi, I'm Kartik Sirohi

AI Researcher & ML + Backend Developer

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Technical Arsenal

Python Machine Learning TensorFlow PyTorch FastAPI PostgreSQL JavaScript C++ Node.js Express.js MongoDB React Git

Research Papers

Analysis of an Adaptive ARMA Model for Time Series Prediction

Deep dive into adaptive autoregressive moving average models, exploring novel approaches to time series forecasting with enhanced prediction accuracy.

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Open Source Contributions

SciPy: Enhanced roots_jacobi Documentation

PR #23129 • Status: Open

Improved developer experience by adding comprehensive examples to SciPy's numerical methods documentation, making complex mathematical functions more accessible to the community.

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Featured Projects

Orion SLM - 107M Parameter Language Model

Python • NumPy • PyTorch

Revolutionary language model architecture fusing latent and linear attention mechanisms from Deepseek and Performers. Engineered for optimal performance with efficient parameter utilization.

Explore Code

Transformer Encoder from Scratch

Python • NumPy

Pure NumPy implementation of transformer architecture with custom attention mechanisms, positional encoding, and feed-forward layers. Learns contextual representations like modern language models.

View Implementation

Face Generation Diffusion Model

Python • PyTorch

Advanced generative model creating photorealistic faces with precise facial feature development. Implements state-of-the-art diffusion techniques for high-quality image synthesis.

Generate Faces

C++ Machine Learning Library

C++ • Machine Learning

High-performance ML library with optimized implementations of linear and logistic regression algorithms. Built for speed and efficiency in production environments.

Browse Library

Driver Drowsiness Detection

Python • PyTorch • Computer Vision

CNN-powered safety system analyzing eye movements to detect driver fatigue. Real-time processing for enhanced road safety through intelligent monitoring.

Safety First

PETS Backend Infrastructure

FastAPI • PostgreSQL • Gemini API

Scalable backend powering pet adoption platform with AI-driven image recognition and geolocation services. Connects pets with their forever homes.

Help Pets

Real-time Chat Platform

MERN Stack • Socket.io

Full-stack communication platform with instant messaging, user authentication, and persistent storage. Seamless real-time experience across devices.

Start Chatting