Publication Projects

  1. Original Research Articles
  2. Meta-Analysis
  3. Case Reports
  4. Conference Proceedings

Research Projects

  1. Professional Projects (MDS, MS, MPharm, etc.)
  2. Translational Research
  3. Phenomenal Research
  4. Experimental Research

Industry Projects

  1. Product Formulation / Development
  2. Process Optimization / Automation
  3. Innovation / Prototyping
  4. Scale-up Projects

Govt. Projects

  1. Govt Funded Academic Projects
  2. Rural / Urban Projects
  3. Forest / Tribal Projects
  4. Policy / Implementation Projects

Degree Based

  1. PhD Projects
  2. Master's Projects (M.Sc/M.Tech/M.E.)
  3. Bachelor's Projects (B.Sc/B.Tech/B.E.)
  4. Intermediate - School Projects

Seasonal / Placement Oriented

  1. Placement Guaranteed / Oriented
  2. Summer Projects
  3. Winter Projects
  4. Course Finishers Projects (Academic)

Field Based

  1. Life Sciences (Biotech, Bioinfo etc.)
  2. Medical, Pharma & Clinical
  3. Environment, Agri & Natural Sciences
  4. All Fields

Mixed / Hybrid

  1. Interdisciplinary
  2. Cross-Domain
  3. Multi-Field
  4. Recreational / Hobby / Passion

Lab Works

  1. In Vitro
  2. In Vivo
  3. In Silico
  4. Ex Vivo
  5. Microbial / Cell Culture
  6. Molecular & Genetic

Field Works

  1. Environmental / Eco
  2. Agricultural / Farm-Based
  3. Forest / Wildlife
  4. Marine / Aquatic
  5. Rural / Tribal
  6. Geological / Soil & Water

Legal & Ethical

  1. Bioethics & IRB Compliance
  2. Patent & IP Drafting
  3. Regulatory Affairs (FDA / CDSCO / EPA)
  4. Clinical Trial Ethics (GCP / ICH)
  5. Animal Ethics (CPCSEA / IACUC)
  6. Biosafety & Biosecurity

Industrial

  1. Manufacturing & Production
  2. Quality Control / Assurance
  3. R&D / Product Development
  4. Process Engineering & Scale-Up
  5. Supply Chain & Logistics
  6. Industrial Microbiology / Fermentation

Corporate

  1. Business Development
  2. Market Research & Analytics
  3. Strategy & Consulting
  4. Sales & Client Relations
  5. Operations & Project Management
  6. Finance & Investment Analysis

Startup

  1. Founder's Office / Chief of Staff
  2. Product Development (MVP)
  3. Growth & Marketing
  4. Fundraising & Investor Relations
  5. Tech / Engineering Sprint
  6. Go-to-Market Execution

Academic

  1. Teaching Assistantship
  2. Research Assistantship
  3. Curriculum & Content Development
  4. Lab Demonstrator
  5. Thesis / Dissertation Support
  6. Academic Writing & Publishing

Seasonal

  1. Summer Internship
  2. Winter Internship
  3. Semester Break Internship
  4. Year-Long Internship
  5. Short-Term (4–6 Weeks)
  6. Pre-Final Year Internship

Lab Techniques

  1. Microbiology Techniques
  2. Molecular Biology Techniques
  3. Cell Culture & Tissue Culture
  4. Biochemistry & Analytical Methods
  5. Histology & Microscopy
  6. Instrumentation Handling (HPLC, PCR, Spectrophotometry)

Computational & Bioinformatics

  1. Sequence Analysis & BLAST
  2. Genomics & Transcriptomics Pipelines
  3. Proteomics & Structural Bioinformatics
  4. Molecular Docking & Drug Design
  5. Phylogenetics & Evolutionary Analysis
  6. NGS Data Analysis

Clinical & Medical

  1. Clinical Research Coordination
  2. Clinical Data Management
  3. Pharmacovigilance
  4. Medical Coding & Writing
  5. Diagnostics & Pathology Basics
  6. Hospital & Healthcare Workflows

Industrial & Manufacturing

  1. Good Manufacturing Practices (GMP)
  2. Quality Control & Quality Assurance
  3. Fermentation & Bioprocessing
  4. Downstream Processing
  5. Validation & Documentation (SOPs)
  6. Industrial Safety & Hazard Management

Regulatory & Compliance

  1. Good Laboratory Practices (GLP)
  2. Good Clinical Practices (GCP)
  3. Regulatory Submissions (CDSCO / FDA / EMA)
  4. Bioethics & IRB / IEC
  5. Biosafety Levels (BSL-1 to BSL-4)
  6. Intellectual Property & Patent Filing

Data Analysis & Statistics

  1. Biostatistics Fundamentals
  2. Experimental Design (DoE)
  3. SPSS for Life Sciences
  4. R Programming for Biology
  5. GraphPad Prism Mastery
  6. Meta-Analysis & Systematic Review

Software & Digital Tools

  1. PyMOL & Molecular Visualization
  2. ImageJ & Image Analysis
  3. EndNote / Mendeley / Zotero
  4. ChemDraw & Chemical Structure Tools
  5. LaTeX for Scientific Writing
  6. AI Tools for Researchers (ChatGPT, Claude, etc.)

Seasonal

  1. Summer Training
  2. Winter Training
  3. Semester Break Training
  4. Weekend Training Programmes
  5. Crash Course (1–2 Weeks)
  6. Long-Term Training (3–6 Months)

Hands-On Lab Workshops

  1. Microbiology Bench Workshop
  2. Molecular Biology Workshop
  3. Cell Culture Workshop
  4. Biochemistry Workshop
  5. Bioinstrumentation Demo Workshop
  6. Histology & Staining Workshop

Computational & In-Silico Workshops

  1. Bioinformatics Bootcamp
  2. NGS Data Analysis Workshop
  3. Molecular Docking Workshop
  4. Genomics & Transcriptomics Workshop
  5. Python / R for Biologists
  6. AI in Life Sciences Workshop

Faculty Development Programmes

  1. AICTE-Aligned FDP
  2. UGC-Aligned FDP
  3. Research Methodology FDP
  4. Pedagogy & Teaching Innovation FDP
  5. Outcome-Based Education (OBE) FDP
  6. Industry-Linked Curriculum FDP

Student Skill Workshops

  1. Lab Skills Bootcamp (UG)
  2. Lab Skills Bootcamp (PG)
  3. Project Work & Dissertation Workshop
  4. Career Pathway Workshop
  5. Higher Studies Prep (GRE / GATE / NET)
  6. Soft Skills & Communication Workshop

Industry-Academia Workshops

  1. Industry-Linked Case Study Workshop
  2. Pharma Industry Workshop
  3. Biotech Industry Workshop
  4. AgriTech Industry Workshop
  5. Diagnostics Industry Workshop
  6. Industry Expert Panel Workshop

Conference Workshops & Pre-Symposia

  1. Pre-Conference Half-Day Workshop
  2. Pre-Conference Full-Day Workshop
  3. Post-Conference Workshop
  4. Symposium Tutorial Sessions
  5. International Conference Workshop
  6. Specialty Track Workshop

Certification Workshops

  1. GCP Certification Workshop
  2. GLP Certification Workshop
  3. Biosafety Certification Workshop
  4. Bioethics Certification Workshop
  5. Clinical Research Certification Workshop
  6. Bioinformatics Certification Workshop

Seasonal

  1. Summer Workshop
  2. Winter Workshop
  3. Semester Break Workshop
  4. Weekend Workshop
  5. Annual Flagship Workshop
  6. Vacation Intensive Workshop

PhD Registration Assistance

  1. University Shortlisting
  2. Entrance Exam Preparation
  3. Research Proposal Drafting
  4. Statement of Purpose (SOP)
  5. Letters of Recommendation
  6. Supervisor Identification

PhD Practical Assistance

  1. Experimental Design
  2. Lab Protocols & SOPs
  3. Data Collection Support
  4. Statistical Analysis
  5. Troubleshooting Consultation
  6. Instrument Training

PhD Publication Assistance

  1. Journal Selection
  2. Manuscript Drafting
  3. Plagiarism & Similarity Check
  4. Peer Review Response
  5. Figure & Table Preparation
  6. Co-author & Affiliation Guidance
  7. Draft Publication Assistance

PhD Thesis Assistance

  1. Thesis Structure & Outline
  2. Chapter-by-Chapter Drafting
  3. Literature Review Compilation
  4. Formatting (University Template)
  5. Synopsis Preparation
  6. Viva-Voce / Defense Prep
ASCEND BY NTHRYS

Publication Projects

  1. Original Research Articles
  2. Meta-Analysis
  3. Case Reports
  4. Conference Proceedings

Research Projects

  1. Professional Projects (MDS, MS, MPharm, etc.)
  2. Translational Research
  3. Phenomenal Research
  4. Experimental Research

Industry Projects

  1. Product Formulation / Development
  2. Process Optimization / Automation
  3. Innovation / Prototyping
  4. Scale-up Projects

Govt. Projects

  1. Govt Funded Academic Projects
  2. Rural / Urban Projects
  3. Forest / Tribal Projects
  4. Policy / Implementation Projects

Degree Based

  1. PhD Projects
  2. Master's Projects (M.Sc/M.Tech/M.E.)
  3. Bachelor's Projects (B.Sc/B.Tech/B.E.)
  4. Intermediate - School Projects

Seasonal / Placement Oriented

  1. Placement Guaranteed / Oriented
  2. Summer Projects
  3. Winter Projects
  4. Course Finishers Projects (Academic)

Field Based

  1. Life Sciences (Biotech, Bioinfo etc.)
  2. Medical, Pharma & Clinical
  3. Environment, Agri & Natural Sciences
  4. All Fields

Mixed / Hybrid

  1. Interdisciplinary
  2. Cross-Domain
  3. Multi-Field
  4. Recreational / Hobby / Passion

Lab Works

  1. In Vitro
  2. In Vivo
  3. In Silico
  4. Ex Vivo
  5. Microbial / Cell Culture
  6. Molecular & Genetic

Field Works

  1. Environmental / Eco
  2. Agricultural / Farm-Based
  3. Forest / Wildlife
  4. Marine / Aquatic
  5. Rural / Tribal
  6. Geological / Soil & Water

Legal & Ethical

  1. Bioethics & IRB Compliance
  2. Patent & IP Drafting
  3. Regulatory Affairs (FDA / CDSCO / EPA)
  4. Clinical Trial Ethics (GCP / ICH)
  5. Animal Ethics (CPCSEA / IACUC)
  6. Biosafety & Biosecurity

Industrial

  1. Manufacturing & Production
  2. Quality Control / Assurance
  3. R&D / Product Development
  4. Process Engineering & Scale-Up
  5. Supply Chain & Logistics
  6. Industrial Microbiology / Fermentation

Corporate

  1. Business Development
  2. Market Research & Analytics
  3. Strategy & Consulting
  4. Sales & Client Relations
  5. Operations & Project Management
  6. Finance & Investment Analysis

Startup

  1. Founder's Office / Chief of Staff
  2. Product Development (MVP)
  3. Growth & Marketing
  4. Fundraising & Investor Relations
  5. Tech / Engineering Sprint
  6. Go-to-Market Execution

Academic

  1. Teaching Assistantship
  2. Research Assistantship
  3. Curriculum & Content Development
  4. Lab Demonstrator
  5. Thesis / Dissertation Support
  6. Academic Writing & Publishing

Seasonal

  1. Summer Internship
  2. Winter Internship
  3. Semester Break Internship
  4. Year-Long Internship
  5. Short-Term (4–6 Weeks)
  6. Pre-Final Year Internship

Lab Techniques

  1. Microbiology Techniques
  2. Molecular Biology Techniques
  3. Cell Culture & Tissue Culture
  4. Biochemistry & Analytical Methods
  5. Histology & Microscopy
  6. Instrumentation Handling (HPLC, PCR, Spectrophotometry)

Computational & Bioinformatics

  1. Sequence Analysis & BLAST
  2. Genomics & Transcriptomics Pipelines
  3. Proteomics & Structural Bioinformatics
  4. Molecular Docking & Drug Design
  5. Phylogenetics & Evolutionary Analysis
  6. NGS Data Analysis

Clinical & Medical

  1. Clinical Research Coordination
  2. Clinical Data Management
  3. Pharmacovigilance
  4. Medical Coding & Writing
  5. Diagnostics & Pathology Basics
  6. Hospital & Healthcare Workflows

Industrial & Manufacturing

  1. Good Manufacturing Practices (GMP)
  2. Quality Control & Quality Assurance
  3. Fermentation & Bioprocessing
  4. Downstream Processing
  5. Validation & Documentation (SOPs)
  6. Industrial Safety & Hazard Management

Regulatory & Compliance

  1. Good Laboratory Practices (GLP)
  2. Good Clinical Practices (GCP)
  3. Regulatory Submissions (CDSCO / FDA / EMA)
  4. Bioethics & IRB / IEC
  5. Biosafety Levels (BSL-1 to BSL-4)
  6. Intellectual Property & Patent Filing

Data Analysis & Statistics

  1. Biostatistics Fundamentals
  2. Experimental Design (DoE)
  3. SPSS for Life Sciences
  4. R Programming for Biology
  5. GraphPad Prism Mastery
  6. Meta-Analysis & Systematic Review

Software & Digital Tools

  1. PyMOL & Molecular Visualization
  2. ImageJ & Image Analysis
  3. EndNote / Mendeley / Zotero
  4. ChemDraw & Chemical Structure Tools
  5. LaTeX for Scientific Writing
  6. AI Tools for Researchers (ChatGPT, Claude, etc.)

Seasonal

  1. Summer Training
  2. Winter Training
  3. Semester Break Training
  4. Weekend Training Programmes
  5. Crash Course (1–2 Weeks)
  6. Long-Term Training (3–6 Months)

Hands-On Lab Workshops

  1. Microbiology Bench Workshop
  2. Molecular Biology Workshop
  3. Cell Culture Workshop
  4. Biochemistry Workshop
  5. Bioinstrumentation Demo Workshop
  6. Histology & Staining Workshop

Computational & In-Silico Workshops

  1. Bioinformatics Bootcamp
  2. NGS Data Analysis Workshop
  3. Molecular Docking Workshop
  4. Genomics & Transcriptomics Workshop
  5. Python / R for Biologists
  6. AI in Life Sciences Workshop

Faculty Development Programmes

  1. AICTE-Aligned FDP
  2. UGC-Aligned FDP
  3. Research Methodology FDP
  4. Pedagogy & Teaching Innovation FDP
  5. Outcome-Based Education (OBE) FDP
  6. Industry-Linked Curriculum FDP

Student Skill Workshops

  1. Lab Skills Bootcamp (UG)
  2. Lab Skills Bootcamp (PG)
  3. Project Work & Dissertation Workshop
  4. Career Pathway Workshop
  5. Higher Studies Prep (GRE / GATE / NET)
  6. Soft Skills & Communication Workshop

Industry-Academia Workshops

  1. Industry-Linked Case Study Workshop
  2. Pharma Industry Workshop
  3. Biotech Industry Workshop
  4. AgriTech Industry Workshop
  5. Diagnostics Industry Workshop
  6. Industry Expert Panel Workshop

Conference Workshops & Pre-Symposia

  1. Pre-Conference Half-Day Workshop
  2. Pre-Conference Full-Day Workshop
  3. Post-Conference Workshop
  4. Symposium Tutorial Sessions
  5. International Conference Workshop
  6. Specialty Track Workshop

Certification Workshops

  1. GCP Certification Workshop
  2. GLP Certification Workshop
  3. Biosafety Certification Workshop
  4. Bioethics Certification Workshop
  5. Clinical Research Certification Workshop
  6. Bioinformatics Certification Workshop

Seasonal

  1. Summer Workshop
  2. Winter Workshop
  3. Semester Break Workshop
  4. Weekend Workshop
  5. Annual Flagship Workshop
  6. Vacation Intensive Workshop

PhD Registration Assistance

  1. University Shortlisting
  2. Entrance Exam Preparation
  3. Research Proposal Drafting
  4. Statement of Purpose (SOP)
  5. Letters of Recommendation
  6. Supervisor Identification

PhD Practical Assistance

  1. Experimental Design
  2. Lab Protocols & SOPs
  3. Data Collection Support
  4. Statistical Analysis
  5. Troubleshooting Consultation
  6. Instrument Training

PhD Publication Assistance

  1. Journal Selection
  2. Manuscript Drafting
  3. Plagiarism & Similarity Check
  4. Peer Review Response
  5. Figure & Table Preparation
  6. Co-author & Affiliation Guidance
  7. Draft Publication Assistance

PhD Thesis Assistance

  1. Thesis Structure & Outline
  2. Chapter-by-Chapter Drafting
  3. Literature Review Compilation
  4. Formatting (University Template)
  5. Synopsis Preparation
  6. Viva-Voce / Defense Prep
Research Abroad Products

Cheminformatics Internship Topics

Browse all focused areas across all internship categories under this field.

Cheminformatics Internships with Accommodation

Choose an internship topic, then explore accommodation-enabled internship options at active NTHRYS branch locations in India.

Bengaluru → Chennai → Hyderabad → Kochi → Kolkata →
Showing 13–24 of 40 internship topics
Chemical Space Exploration and QSAR Modeling
Interns will develop quantitative structure-activity relationship (QSAR) models to predict compound properties and biological activities from molecular descriptors and fingerprints. They will analyze high-dimensional chemical space using dimensionality reduction and clustering techniques to identify structurally diverse compound classes.
AI Virtual Compound Library Design ResearchView internship →
Synthetic Accessibility Assessment and Retrosynthesis Planning
Interns will implement machine learning models to predict synthetic accessibility (SA) scores and develop retrosynthetic pathways for computationally designed compounds. They will integrate retrosynthesis prediction algorithms to ensure designed molecules are practically synthesizable.
AI Virtual Compound Library Design ResearchView internship →
Cheminformatics Database Development and Curation
Interns will build and curate large-scale virtual compound libraries with standardized molecular descriptors, toxicity predictions, and pharmacokinetic properties. They will develop data pipelines for processing, validating, and organizing chemical data from multiple sources into searchable databases.
AI Virtual Compound Library Design ResearchView internship →
Molecular Property Prediction using Graph Neural Networks
Interns will develop and train GNN models to predict chemical properties (solubility, toxicity, binding affinity) from molecular graphs. They will work with datasets like ZINC and ChEMBL, implementing architectures such as Graph Convolutional Networks and Message Passing Neural Networks to optimize prediction accuracy.
AI Chemical Graph Neural Network ResearchView internship →
Drug Discovery Pipeline Optimization with GNNs
Interns will design neural network systems to screen large chemical libraries for drug candidates, focusing on structure-activity relationship learning. They will integrate GNNs with virtual screening workflows to identify promising compounds and validate predictions against experimental data.
AI Chemical Graph Neural Network ResearchView internship →
Chemical Reaction Outcome Prediction
Interns will build graph neural network models that predict reaction products and selectivity from reactant molecular graphs and reaction conditions. This involves working with reaction databases, implementing reaction-specific GNN architectures, and evaluating prediction performance on synthetic chemistry workflows.
AI Chemical Graph Neural Network ResearchView internship →
Molecular Graph Generation and De Novo Drug Design
Interns will develop generative GNN models and variational autoencoders to design novel molecules with desired properties. They will work on constraint satisfaction, validity checking of generated structures, and optimization techniques to ensure synthesizability of computationally designed compounds.
AI Chemical Graph Neural Network ResearchView internship →
Attention Mechanisms in Chemical Graph Networks
Interns will research and implement attention-based graph neural network architectures to improve interpretability of chemical predictions. They will focus on understanding which molecular substructures contribute most to model decisions, with applications in feature attribution and explainable AI for chemistry.
AI Chemical Graph Neural Network ResearchView internship →
Fingerprint Algorithm Comparison and Benchmarking
Interns will evaluate and compare different molecular fingerprint algorithms (e.g., Morgan, ECFP, RDKit) across diverse chemical datasets to assess their performance in molecular similarity searching and virtual screening tasks. They will develop benchmarking pipelines to quantify accuracy, computational efficiency, and applicability domain of each fingerprint type.
Molecular Fingerprint Development and OptimizationView internship →
Machine Learning-Based Fingerprint Feature Selection
Interns will apply machine learning techniques to identify the most informative fingerprint bits and features for specific prediction tasks such as ADMET properties or toxicity classification. This involves feature importance analysis, dimensionality reduction, and optimization of fingerprint representations for improved model performance.
Molecular Fingerprint Development and OptimizationView internship →
Custom Fingerprint Design for Drug-Like Molecules
Interns will design and validate tailored fingerprint representations optimized for drug discovery applications, incorporating domain-specific chemical knowledge and structural patterns relevant to pharmacophores and binding interactions. They will test these custom fingerprints against standard approaches using molecular docking and binding affinity datasets.
Molecular Fingerprint Development and OptimizationView internship →
Fingerprint-Based Molecular Diversity Analysis
Interns will develop computational workflows using molecular fingerprints to analyze chemical space, assess compound library diversity, and perform scaffold hopping analysis for lead optimization. They will implement clustering and visualization techniques to identify structurally distinct molecular subsets and reduce redundancy in chemical collections.
Molecular Fingerprint Development and OptimizationView internship →
Want to browse internship categories in Cheminformatics? Explore all Cheminformatics internship categories.