Aneesh Krishna
AI/ML Engineer| NLP, LLMs (RAG, Pinecone, HuggingFace) | Explainable AI (XAI) | Data Engineering | Cybersecurity | M.S. Data Science | Ex-Infosys | Dashboards & GenAI
- Role
- Machine Learning Researcher in Cybersecurity at The Research Foundation for SUNY
- Location
- Buffalo, NY, US
- LinkedIn followers
- 500 followers
About Aneesh Krishna
I work at the intersection of computational modeling, statistical inference, and machine…
Experience
Machine Learning Researcher in Cybersecurity
The Research Foundation for SUNY
Aug 2024 — Present · Buffalo, NY, US
Developed an Intrusion Detection System (IDS) achieving 99.98% accuracy using a BERT-based NLP model and 98.55% accuracy with a Naive Bayes classifier, leveraging GPU clusters via SSH for model training and optimization. Curated the dataset for Advanced Persistent Threat (APT) detection by collecting and processing over 1 million rows of ransomware attack data using commercial simulation tools like Picus. Benchmarked multiple ML models for APT detection by tracking accuracy and runtime performance, using tmux for session management and MLflow for tracking experiments.
Education
University at Buffalo
Doctor of Philosophy - PhD, Computational and Applied Mathematics
Canara Engineering College
Bachelor of Engineering - BE, Information Science/Studies
2016 — 2020
University at Buffalo
Master's degree, Data Science
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