I am an Assistant Professor in Big Data Analytics at Goa Institute of Management (GIM), Goa, with a PhD in Biomedical Engineering from IIT-BHU. My work combines medical imaging AI, healthcare analytics, explainable AI, responsible AI, MLOps, and generative AI with a strong teaching and applied problem-solving orientation.
I work at the intersection of research, education, and implementation—designing AI systems, building academic and institutional tools, mentoring students, and delivering executive/faculty development programmes for industry and academia.
 Peer-reviewed research publications |
 Under review / in preparation |
 Designed and delivered at GIM |
 Reached through MDPs |
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Expanded technical stack
- Programming: Python, R, MATLAB, C, SQL, NoSQL, LaTeX
- Deep Learning & ML: PyTorch, TensorFlow, Keras, scikit-learn, OpenCV, MONAI, CNNs, RNNs, LSTM, Transformers, LLMs
- Data Science & Visualization: NumPy, Pandas, Matplotlib, Seaborn, Plotly, Tableau, Power BI, RStudio
- MLOps / DevOps: Git, GitHub, Docker, Jenkins, CI/CD, MLflow, FastAPI, Ngrok
- Big Data Engineering: Hadoop, Spark, Hive, Kafka, Spark Streaming
- Databases: MySQL, HBase, MongoDB, RDBMS
- Medical Imaging: ImageJ, FSLeyes, MATLAB Image Processing Toolbox, DICOM, MONAI
- Cloud / HPC: Azure, Azure Data Factory, Azure Databricks, GPU Workstation, Param Shivay Supercomputer
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A production-ready, offline Streamlit prompt-engineering studio for academic, research, teaching, productivity, career, and professional writing workflows. Highlights: 12+ specialised prompt studios, local prompt library, TXT/MD/DOCX export, file upload support, template support, and health-check validation. |
A classroom-ready GenAI portal for MDPs, FDPs, executive education, and management classrooms with no paid API dependency. Highlights: prompt builder, nudges lab, document intelligence, responsible AI classifier, caselet simulator, AI readiness checklist, quizzes, and instructor mode. |
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A visual and decision-oriented ML teaching studio for PGDM/MBA students, executives, and faculty with a no-coding managerial orientation. Highlights: ML lifecycle roadmap, supervised and unsupervised learning, XAI, MLOps, Orange labs, case studies, prompt library, quizzes, activities, and handbook downloads. |
A complete 24-session healthcare analytics learning studio for management learners with limited programming background. Highlights: Power BI and Orange labs, synthetic healthcare datasets, KPI dictionary, case-study studio, quiz arena, gamification, instructor dashboard, and download center. |
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A self-contained Streamlit teaching app for the PGDM-BDA course on data visualization, dashboard design, and data storytelling. Highlights: 16 session modules, synthetic datasets, chart engine, story builder, quiz zone, cases, teaching narratives, activities, and classroom-ready resources. |
A classroom-ready investor-education analytics studio built with Streamlit, optional Flask API, and free/open-source Python libraries. Highlights: technical indicators, portfolio analytics, forecasting, risk-return metrics, sentiment module, quizzes, and downloadable Word/PDF reports. |
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A research-productivity build focused on structured academic thinking, research planning, writing support, and scholar-facing workflows. Highlights: research ideation, literature-workflow support, structured prompts, manuscript planning, and academic productivity scaffolds. |
A journal-targeting and publication-planning studio for matching research manuscripts with suitable journals and improving submission strategy. Highlights: manuscript-positioning support, journal-fit reasoning, publication planning, and academic writing workflow support. |
I prioritize repositories that reflect original work, educational innovation, healthcare AI alignment, or real-world decision-support value.
| Project | Area | Why it stands out |
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| AI-Resistant-Assessment-Studio | AI for Education | A tool for designing assessment tasks that foreground reasoning, originality, and authentic thinking in the GenAI era. |
| fix-the-friction-staff-retreat-2026 | Institutional Analytics | Converts stakeholder pain points into an interactive and constructive decision-support system. |
| dr-alok-tiwari.github.io | Academic Portfolio | Personal academic website and central professional identity hub. |
| ai4edu.github.io | AI for Education | Public-facing hub for AI-enabled teaching and learning resources. |
| AshaAid | Social / Health AI | Human-centered applied AI direction with strong social impact potential. |
| brain_tumor_classification | Medical Imaging AI | Strong alignment with healthcare AI, imaging analysis, and deep learning expertise. |
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2023 · Cascaded model (conventional + deep learning) for weakly supervised segmentation of left ventricle in cardiac magnetic resonance images
IETE Technical Review · Taylor & Francis · DOI:10.1080/02564602.2022.2055668 -
2023 · A comprehensive review on technological advances in alternate drug discovery: drug repurposing
Current Trends in Biotechnology and Pharmacy · DOI:10.5530/ctbp.2023.17 -
2022 · Detection of COVID-19 infection in CT and X-ray images using transfer learning
Technology and Health Care · IOS Press · DOI:10.3233/THC-220114 -
2022 · Deep learning-based automated multiclass classification of chest X-rays into COVID-19, normal, bacterial pneumonia, and viral pneumonia
Cogent Engineering · Taylor & Francis · DOI:10.1080/23311916.2022.2105559
- 1 Springer book chapter
- 3 conference papers
- Active pipeline in computational psychiatry, bioinformatics, agriculture AI, AI washing, HRM analytics, and fairness-aware credit scoring
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- Guided 14 PGDM-HCM sectoral research projects
- Guided 15 summer internship projects
- Delivered faculty recruitment seminars at IIT Delhi (DMS) and IIT Kharagpur (VGSOM)
- Senior Research Fellow (SRF), MHRD, Government of India, IIT-BHU
- Junior Research Fellow (JRF), MHRD, Government of India, IIT-BHU
- Teaching Assistantship, MHRD, NIT Kurukshetra
- GATE Qualified three times: 2014, 2016, 2017
- M.Tech with Honours · B.Tech with Honours
- Appreciation Letter from Government of Goa / E&ICT Academy
- Journal Reviewer: Journal of Human Values
- Technical Book Reviewer: Packt Publishing
- LinkedIn Page Administrator, Big Data Analytics Group, GIM Goa
- Library Committee Member, GIM Goa
mindmap
root((Dr. Alok Tiwari))
Medical Imaging AI
Chest X-rays
Cardiac MRI
Brain Tumor AI
MONAI Pipelines
Responsible AI
Explainable AI
Fairness
Trustworthy Systems
Healthcare Analytics
Clinical Decision Support
Health Informatics
Biomedical Data
Applied AI Systems
Transfer Learning
Weak Supervision
Deployment
MLOps
AI for Education
Assessment Design
Faculty Development
Student Mentoring
Management Education
PGDM Courses
Executive Education
Decision Science
I am open to meaningful collaborations in:
- Medical imaging AI and healthcare analytics
- Explainable, responsible, and trustworthy AI
- AI for education and assessment innovation
- MLOps, deployment, and reproducible AI pipelines
- Research writing, academic product development, and applied analytics training
