DR. SPANDAN MISHRA
[ AI researcher · data science leader · Ph.D. Industrial Engineering ]
guest@spandan ~ $
whoami
Dr. Spandan Mishra — Data Science Leader & AI Researcher at Palo Alto Networks. Ph.D. in Industrial Engineering. I build ML systems that solve hard, real-world problems: from multi-agent LLM pipelines and context engineering to Bayesian inference and structural health monitoring. Drawn to the frontier where statistics meets deep learning.
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ls --skills
Python / PyTorch95%
LLMs / Agents90%
Bayesian Stats88%
Deep Learning85%
C++ / Systems70%
Data Engineering80%
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ls ./projects
Multi-agent document evaluation pipeline. Three specialized AI agents — Researcher, Analyzer, Judge — score your docs against industry benchmarks. Runs fully local via Ollama.
Implementation of the ACE loop — a continuous chat system that builds a live JSONL Playbook, using FAISS semantic retrieval and reflection to grow smarter with every interaction.
Sequential Monte Carlo particle filter for predicting remaining structural life using the Pari–Erdogan fatigue law. Applied to structural health monitoring (SHM).
Deep-SHM ⭐4
Applying deep neural networks to Structural Health Monitoring — a domain previously limited by scarce labeled data. Explores transfer learning and data augmentation strategies.
Twitter data-mining pipeline with LSTM-based text generation. Trained on tweet corpora and served via a Flask web app — one of the earlier explorations in NLP.
Genetic Algorithm library written in Modern C++. Clean, header-based implementation designed for optimization problems, built for performance and extensibility.
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cat contact.txt
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send_message --to spandan
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