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

Machine Learning Projects

Browse all categories under this field.

Machine Learning Projects with accommodation at Bengaluru Machine Learning Projects with accommodation at Chennai Machine Learning Projects with accommodation at Hyderabad Machine Learning Projects with accommodation at Kochi Machine Learning Projects with accommodation at Kolkata
Showing 1–12 of 20 categories
ML Platform Development for Drug Discovery
Project developing learning platforms for discovery covering training pipelines, scoring, and ranking. Output includes a tested working system.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹78,390
I · ₹1,20,600
3 Months
A · ₹87,220
P · ₹1,25,984
I · ₹1,93,822
6 Months
A · ₹1,93,822
P · ₹2,79,965
I · ₹4,30,715
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML-Based Genomics Analytics SaaS Development
Project building learning-based genomics services covering pipelines, model serving, and workflows. Scope covers design and evaluation.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹79,762
I · ₹1,22,710
3 Months
A · ₹88,746
P · ₹1,28,188
I · ₹1,97,213
6 Months
A · ₹1,97,213
P · ₹2,84,863
I · ₹4,38,250
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML Clinical Decision Support Tool Development
Project developing learning-based decision support covering model serving, alerts, and record links. Work runs from requirements through testing.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹79,985
I · ₹1,23,054
3 Months
A · ₹88,994
P · ₹1,28,547
I · ₹1,97,765
6 Months
A · ₹1,97,765
P · ₹2,85,660
I · ₹4,39,477
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML-Based Medical Imaging Analysis Platform Dev
Project developing learning-based imaging analysis covering annotation, training, and accuracy checks. Output includes a tested working system.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹79,793
I · ₹1,22,759
3 Months
A · ₹88,781
P · ₹1,28,239
I · ₹1,97,291
6 Months
A · ₹1,97,291
P · ₹2,84,977
I · ₹4,38,425
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML Bioprocess Optimization Platform Development
Project building learning-based bioprocess tuning covering process data, models, and control links. Includes a build plan and validation results.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹79,506
I · ₹1,22,318
3 Months
A · ₹88,462
P · ₹1,27,778
I · ₹1,96,582
6 Months
A · ₹1,96,582
P · ₹2,83,951
I · ₹4,36,848
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML for Agriculture & Precision Farming Platforms
Project developing learning methods for precision farming covering field data, models, and advisory. Output includes a tested working system.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹80,623
I · ₹1,24,035
3 Months
A · ₹89,704
P · ₹1,29,572
I · ₹1,99,342
6 Months
A · ₹1,99,342
P · ₹2,87,938
I · ₹4,42,981
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML Protein Structure & Function Prediction Tools
Project building structure and function prediction tools covering models, scoring, and bench checks. Includes a build plan and validation results.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹82,090
I · ₹1,26,292
3 Months
A · ₹91,336
P · ₹1,31,930
I · ₹2,02,969
6 Months
A · ₹2,02,969
P · ₹2,93,177
I · ₹4,51,042
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML-Based Biomarker Discovery Platform Dev
Project developing learning-based biomarker discovery covering feature ranking, models, and confirmation. Work runs from requirements through testing.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹80,336
I · ₹1,23,593
3 Months
A · ₹89,384
P · ₹1,29,111
I · ₹1,98,632
6 Months
A · ₹1,98,632
P · ₹2,86,913
I · ₹4,41,404
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML Pharmacovigilance & Signal Detection Platforms
Project building learning-based safety signal detection covering case intake, models, and review flow. Scope covers design and evaluation.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹80,942
I · ₹1,24,525
3 Months
A · ₹90,059
P · ₹1,30,085
I · ₹2,00,130
6 Months
A · ₹2,00,130
P · ₹2,89,077
I · ₹4,44,734
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML for Environmental Monitoring Platform Dev
Project building learning methods for environmental monitoring covering sensing data and models. Includes a build plan and validation results.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹80,495
I · ₹1,23,839
3 Months
A · ₹89,562
P · ₹1,29,367
I · ₹1,99,026
6 Months
A · ₹1,99,026
P · ₹2,87,482
I · ₹4,42,281
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML Life Sciences Regulatory Strategy Tools
Project building regulatory strategy tools for learning methods in life sciences covering evidence. Ships with documentation and handover notes.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹79,379
I · ₹1,22,121
3 Months
A · ₹88,320
P · ₹1,27,573
I · ₹1,96,266
6 Months
A · ₹1,96,266
P · ₹2,83,496
I · ₹4,36,147
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
ML CRO Service Platform for Life Sciences
Project developing learning method services for contract research covering intake and reporting. Ships with documentation and handover notes.
Academic (A)Professional (P)Industrial (I)
1 Month
A · ₹7,670
P · ₹80,878
I · ₹1,24,427
3 Months
A · ₹89,988
P · ₹1,29,982
I · ₹1,99,972
6 Months
A · ₹1,99,972
P · ₹2,88,849
I · ₹4,44,383
14 more durations from 5 days to 1 year
10 focused areas Click to view more details →
Looking for project topics in Machine Learning? Explore all Machine Learning project topics and focused areas available across our project categories.