プロフィール詳細

プロジェクトを作成

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Naveen Gurupatham J.に依頼

India

Bioprocess automation engineer | Pursuing PhD | Python | Process control | DL | RL | Bayesian optimization

プロフィール概要

A burgeoning bioprocess engineer interested in downstream process development, optimization, modelling, controlling, and scheduling. My work explores AI-ML/mechanistic model development and its implementation in developing intelligent systems to monitor and control continuous downstream processes.

専門分野

• ☆ Computational Biology
• ☆ Biostatistics
• ☆ Mathematical Biology
• ☆ Basic Immunology
• ☆ Adjuvant & Antigen Research
• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Fuzzy Logic
• ☆ Python
• ☆ Excel
• ☆ Tensorflow
• ☆ LaTex
• ☆ Scikit-learn

サービス

• Research
• Consulting
• Data & AI

Research Scientific and Technical Research

Consulting Digital Strategy Consulting, Manufacturing Consulting

Data & AI Predictive Modeling, Algorithm Design-ML, Data Visualization, Data Cleaning, Data Processing

職務経験

Junior Research Fellow (JRF)

IIT Delhi

10月 2020 - 12月 2021

学歴

PhD

IIT Delhi

1月 2022 - 現在

認定資格

• Data Analytics for Business Professionals (2018)

  LinkedIn

  1月 2025 - 現在

出版物

JOURNAL ARTICLE

Saxena Nikita, Shantanu Banerjee, Naveen G. Jesubalan, Amey Kulkarni, Keshari Gupta, Anurag S. Rathore (2024). Holistic process control framework for smart biomanufacturing: A deep learning driven approach . Computers & Chemical Engineering.

Saxena Nikita, Garima Thakur, Naveen G Jesubalan, Amey Kulkarni, Vinesh B. Yezhuvath, Anurag S Rathore (2022). AI-ML applications in bioprocessing: ML as an enabler of real time quality prediction in continuous manufacturing of mAbs . Computers & Chemical Engineering.