SWE @ Accenture | AI | Open Source

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medium

Aryan Tandon  • Peerlist

● Finished as one of the top 15 projects amongst 750+ participants across India at Imacathon held at BIT Mesra. ● Implemented a seasonal ARIMA model with Python to predict climate change. ● Utilized JAX library for model effi ciency, resulting in a 9x improvement in forecasting speed.

Greensight

● Developed a real-time data pipeline to detect fraudulent credit card transactions. ● Utilized Kafka for ingesting transaction data streams and Apache Spark Streaming for real-time processing.

Real-Time Credit Card Fraud Detection Pipeline

● Built a lightweight 1D diff usion model in PyTorch to generate short audio waveforms effi ciently, using a minimal dataset of sine waves and real-world audio clips. ● Designed a tiny U-Net architecture optimized for resource-constrained environments (CPU/low-end GPU). ● Implemented an adaptive noise schedule and effi cient denoising process for high-quality waveform synthesis.