Pranav Taneja
Software Engineer III at Google
Punjab, India
Summary
👤
Senior🎓
Top SchoolPranav Taneja is a Software Engineer III with nine years of experience, currently enabling state-of-the-art AI on Edge TPU devices at Google to reduce latency, improve privacy, and broaden access to AI. He combines hands-on ML systems work—pretraining, fine-tuning, RLHF/DPO alignment and data augmentation for billion-token corpora—with low-level performance engineering on CUDA/HIP and compiler optimizations. At Krutrim he built multi-agent code-generation systems, prompt-suggestion UX features, and LLM-powered demo agents, and earlier contributed LLVM improvements for AMD GPUs. This blend of application-level multi-agent design and compiler/GPU optimization gives him a rare end-to-end view of LLM training and inference bottlenecks. Based in Punjab, India, he pairs an MS in Economics and a BE in Computer Science from BITS Pilani with a passion for empowering users through practical AI deployment. An understated strength is his track record of turning research-scale models and massive synthetic datasets into usable, optimized systems for real-world edge devices.
9 years of coding experience
2 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and Science
English, Hindi, Punjabi, Sanskrit
Github Skills (22)
sudoku6
mnist5
sentiment5
youtube5
convolutional-neural-networks4
sentiment-analysis4
solver4
chatbot4
deep-learning3
python3
gensim3
tensorflow3
nlp3
machine-learning3
nltk3
Programming languages (2)
Github contributions (5)
Bashmug/SuDoKu-OpenCV
Aug 2017 - Sep 2017
Contributions:9 commits, 8 pushes, 1 branch in 19 days
sudoku-solverpythondeep-learningmachine-learningsolver
tanejapranav1/ML_Notes
Jun 2017 - Oct 2017
Contributions:1 push, 1 branch, 1 issue in 4 months
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