You will get AI-Powered In Silico Modeling for Solving Complex Bioinformatics Problems
Project details
This project leverages cutting-edge AI techniques to solve complex bioinformatics problems through in silico modeling. What sets it apart is the integration of state-of-the-art machine learning models with domain-specific biological interpretation. From deep exploratory data analysis to robust modeling, each phase is guided by both statistical insight and biological relevance. The model achieves high accuracy in predicting biomolecular interactions, validated through advanced evaluation metrics and visual interpretation tools. All processes—from data preprocessing to result interpretation—are systematically documented with official protocols, ensuring reproducibility and scientific rigor. This fusion of AI and bioinformatics offers a scalable, intelligent solution for precision medicine and drug discovery.
Machine Learning Tools
ChatGPT, fastText, MATLAB, MLflow, NLTK, pandas, Python, Python Scikit-Learn, R, scikit-learn, Scrapy, TensorFlow, TextBlob, Theano, Weka, Word2vec, XGBoostWhat's included
| Service Tiers |
Starter
$50
|
Standard
$150
|
Advanced
$1,000
|
|---|---|---|---|
| Delivery Time | 30 days | 70 days | 70 days |
Number of Revisions | 1 | 2 | 1 |
Number of Model Variations | 2 | 2 | 2 |
Number of Scenarios | 1 | 1 | 1 |
Number of Graphs/Charts | 5 | 5 | 5 |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$100 - $1,000
Additional Revision
+$100About Sadik
Computer Engineer / PhD / MH Ambassdor / KInfluencer
Jeonju, South Korea - 11:30 am local time
I am an AI-driven research specialist and certified computer engineer working at the intersection of Artificial Intelligence and drug discovery. My expertise lies in designing novel therapeutic peptides using advanced generative models such as Autoregressive Models, VAEs, GANs, and Diffusion Models, with a strong focus on achieving better binding affinity and biological activity than existing therapeutics.
🔬 Research Achievements
✔ 3 peer-reviewed publications in AI-driven peptide research
✔ 3 research papers under review
• 2 on AI-based peptide generation
• 1 on peptide optimization
✔ 1 review paper in progress on generative AI for peptide drug design
🧪 Complete AI Drug Discovery Pipeline
I provide end-to-end support including:
🧬 AI-based peptide generation
🧪 Activity prediction (anticancer, antimicrobial, antibacterial)
🎯 Pocket-specific & blind molecular docking
⚡ Molecular Dynamics (MD) simulations for stability analysis
💻 Technical Skills
• Machine Learning & Deep Learning (model training, analysis, deployment)
• Molecular Docking & MD Simulation
• Numerical computing & data analysis
• Computer Vision & Image Processing
• Scientific writing (papers, proposals, theses)
• Video editing & technical content creation
🎥 Content Creator & K-Influencer (South Korea)
I also create science and tech content, helping bridge the gap between complex research and real-world understanding through storytelling and visuals.
🤝 What I Offer on Upwork
I provide 30 hours/week professional consultation and collaboration for:
✔ PhD & Master’s thesis mentoring
✔ AI research project guidance
✔ Scientific paper writing & revision
✔ Peptide design & computational validation
✔ Mental health guidance for researchers
✔ Content creation strategies for scientists
✔ Research productivity & workflow optimization
💡 I am at an early stage of my Upwork journey and highly motivated to deliver exceptional results.
If you give me the opportunity to work with you, I will treat your project as a long-term collaboration, not just a task.
📩 By hiring me, you are not only getting quality work — you are also helping me build my Upwork profile and professional journey. I will ensure your project receives full commitment, clear communication, and research-grade quality.
Let’s build something impactful together.
Steps for completing your project
After purchasing the project, send requirements so Sadik can start the project.
Delivery time starts when Sadik receives requirements from you.
Sadik works on your project following the steps below.
Revisions may occur after the delivery date.
Exploratory Data Analysis.
We start with Exploratory Data Analysis (EDA) to understand data patterns, detect outliers, and assess quality. This step ensures biologically relevant, clean data for building an effective AI-based bioinformatics model.