Global Academic Alliance

🏛️ DSTC — A Forum of Quantum Science and Technology Private Limited | DPIIT / Startup India Registered
RESEARCH & CERTIFICATION DIVISION

Artificial Intelligence & Neural Computing

Translating advanced deep learning, mathematical modeling, vision transformers, and large language model architectures into high-performance industrial capabilities for PhD scholars, faculty members, and R&D scientists.

Explore AI Initiatives → Browse 100+ AI Courses Neural Sandbox
🧠 Colab & PyTorch Frameworks 🏛️ MCA & MSME Registered 🎓 Industrial e-Certificate
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AI Division Registry
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Division Core Research Tracks

Core focus areas driving our certifications, Jupyter notebook labs, and academic research partnerships.

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01 / Transformer & LLM Architectures

Deep dive into multi-head self-attention networks, tokenization, fine-tuning methodologies (LoRA/QLoRA), RAG pipelines, and deploying localized open-weights LLMs for scientific literature mining.

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02 / High-Performance GPU Computing

Optimization of PyTorch CUDA kernels, distributed GPU training protocols (DDP/FSDP), model quantization techniques (4-bit/8-bit), and memory-efficient training for complex neural datasets.

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03 / Bio-AI & Computational Medicine

Machine learning models engineered specifically for whole-slide histopathology, single-cell spatial transcriptomics, molecular folding predictions (ESMFold), and AI drug screening pipelines.

Active AI Division Initiatives

Current hands-on certification workshops and live cohorts in Artificial Intelligence.

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Deep Learning for Histopathology Image Analysis
DSTC-HISTO-2608 Open

Deep Learning for Histopathology Image Analysis

by - DSTC

Apply CNNs and transformers to whole-slide images for computational pathology.

  • 📅 Starts: 21 Sep 2026
  • Level: Doctoral / R&D Specialist
  • Duration: 3 Days · Live + Recorded
View Syllabus & Details
Digital Twins: Predictive Modeling for Dynamic Industrial Processes
DSTC-DTWIN-2608 Open

Digital Twins: Predictive Modeling for Dynamic Industrial Processes

by - DSTC

Build data-driven digital twins to monitor, simulate and optimize industrial processes.

  • 📅 Starts: 18 Sep 2026
  • Level: Post-Doctoral / Specialized
  • Duration: 3 Days · Live + Recorded
View Syllabus & Details
Metagenomic Analysis of AMR and HGT
DSTC-META-2608 Open

Metagenomic Analysis of AMR and HGT

by - DSTC

Track antimicrobial resistance and horizontal gene transfer from metagenomic data.

  • 📅 Starts: 15 Sep 2026
  • Level: Doctoral / R&D Specialist
  • Duration: 3 Days · Live + Recorded
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AI Division Faculty & Mentors

Distinguished academic leaders and industrial directors overseeing AI certification tracks.

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Tejaswi Dongala

Ms. Tejaswi Dongala

Ai/Ml

Jawaharlal Nehru Technological University Hyderabad(JNTUH)

🔬 Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Natural Language Processing (NLP), and Applied Machine Learning
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Sanjay Bhargava

Mr. Sanjay Bhargava

Expert AI Consultant

Visiting faculty members for various government and private organizations

🔬 Artificial Intelligence, Applied Machine Learning, & Deep-Tech Web Modeling
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Shyam Joshi

Dr. Shyam Joshi

Assistant Professor

PhD (IIT Delhi)

🔬 Deep learning, Neural Networks, Reinforcement Learning , Generative AI, Natural Language Processing
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