Core focus areas driving our biotechnology certifications, lab workflows, and research partnerships.
Algorithms for high-throughput Next-Generation Sequencing (NGS) alignment, variant calling (GATK4), single-cell transcriptomics (Seurat/Scanpy), and metagenomic resistome mapping.
3D macromolecular structure preparation, AutoDock Vina virtual screening, GROMACS/OpenMM molecular dynamics, and computer-aided drug design (CADD) pipelines used in pharma R&D.
3D cell culture systems, organ-on-a-chip microfluidic assays, automated high-content confocal imaging with Cellpose, and translational organoid biobanking protocols.
Current hands-on certification workshops and live cohorts in Biotechnology & Lifesciences.
Distinguished academic leaders and lab directors overseeing Biotech certification tracks.

Ai/Ml
Jawaharlal Nehru Technological University Hyderabad(JNTUH)
π¬ Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Natural Language Processing (NLP), and Applied Machine Learningassistant professor
Narula Institute of Technology, Kolkata
π¬ Energy Management & Electrical Power Systems
Expert AI Consultant
Visiting faculty members for various government and private organizations
π¬ Artificial Intelligence, Applied Machine Learning, & Deep-Tech Web Modeling