Experience • Pranav Unnikrishnan

experience

Work that moved the needle.

Selected roles across Machine Learning, GenAI, Computer Vision, and Applied Research, from 2022 to today.

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Impact-focused highlights, most recent first.

5 roles

Jan 2026 to May 2026 Fort Collins, CO (USA)

Energy consumption forecasting using time series modeling and frequency-domain feature transforms.
Anomaly detection using deep learning, tree-based ensembles and one-class methods.
Automated inference using reconstruction-error analysis.

Oct 2024 to May 2026 Boulder, CO (USA)

Knowledge retrieval using retrieval-augmented generation over vector embeddings.
Ticket classification and prioritization using large language models.
Support trend analysis using exploratory data analysis.

Mar 2024 to Jul 2024 Bengaluru, KA (India)

Document digitization using image classification, generative adversarial networks and transformers.
Text extraction using optical character recognition with unsupervised clustering.

Oct 2023 to Jan 2024 Pune, MH (India)

Mathematical reasoning using large language model fine-tuning and quantization.
Document data extraction using optical character recognition, deployed for scalable inference.