Explore the mechanics of Large Language Models and the foundational techniques of prompt engineering. This short guide breaks down tokenization, common AI failure modes, etc culminating in a machine learning pipeline that evaluates prompt quality.
Tech Stack: Predictive Modeling, Cloud & DevOps, Data Visualization
Hyperlocal agricultural intelligence dashboard that turns sensor data and weather forecasts into actionable farming decisions. Real-time irrigation, spray windows, and crop stress insights at your fingertips.
Tech Stack: Data Engineering, AI Ethics & MLOps, Backend & APIs, Veterinary & Agriculture
A synthetic hospital dataset is refined through a Bronze-Silver-Gold pipeline, then used to predict which patients are likely to be readmitted within 30 days. The system layers business intelligence, and machine learning (MLflow-tracked).
Tech Stack: Healthcare & Medicine, Cloud & DevOps, Data Engineering, Predictive Modeling
Teaching Machines to Optimize What Actually Matters. The implementation utilizes Risk Management, Cloud Devops, Data Visualization and other tools to ensure a robust and scalable architecture.
Tech Stack: Risk Management & Analysis, Cloud & DevOps, Data Visualization, Reinforcement Learning
Does your patient's data change what the algorithm decides? The implementation utilizes Synthetic Data, Xai, Ai Ethics Mlops and other tools to ensure a robust and scalable architecture.
Tech Stack: Synthetic Data Generation, Explainable AI (XAI), AI Ethics & MLOps, Data Visualization, Health Informatics, Interactive Simulation, Cloud & DevOps
Agricultural Insurance Analytics. The implementation utilizes Risk Management, Graph Analysis, Veterinary Agriculture and other tools to ensure a robust and scalable architecture.
Tech Stack: Risk Management & Analysis, Graph & Network Analysis, Veterinary & Agriculture, Data Visualization, Statistical Analysis, Predictive Modeling, Recommendation Systems, Cloud & DevOps
A responsible AI framework. The implementation utilizes Llm, Firebase, Tailwind and other tools to ensure a robust and scalable architecture.
Tech Stack: NLP & Generative AI, Cloud & DevOps, tailwind, Backend & APIs, Statistical Analysis, onnx, Predictive Modeling, Web Development, Data Visualization, json, ai-ethics, AI Ethics & MLOps, Neuroscience & Cognition
Quantizing open-source models for consumer GPU deployment. The implementation utilizes Predictive Modeling, Chart.Js, Deep Learning and other tools to ensure a robust and scalable architecture.
Tech Stack: Predictive Modeling, chart.js, Deep Learning, NLP & Generative AI, AI Ethics & MLOps, Neuroscience & Cognition, Cloud & DevOps, Statistical Analysis, Data Visualization, genai, chartjs, data-processing
EHR-Embedded Sepsis Early Warning. The implementation utilizes Ai Ethics Mlops, Backend Apis, Health Informatics to ensure a robust and scalable architecture.
Tech Stack: AI Ethics & MLOps, Backend & APIs, Health Informatics
Parametric livestock underwriting intelligence. The implementation utilizes Agriculture, Predictive Modeling, Veterinary and other tools to ensure a robust and scalable architecture.
Tech Stack: Veterinary & Agriculture, Predictive Modeling, Web Development
EHR-Embedded Sepsis Early Warning. The implementation utilizes Ai Ethics Mlops, Health Informatics, Web Development to ensure a robust and scalable architecture.
Tech Stack: AI Ethics & MLOps, Health Informatics, Web Development
Architecture Blueprint: Local Edge AI for Clinical Decision Support. The implementation utilizes Backend Apis, Data Visualization, Health Informatics to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, Data Visualization, Health Informatics
Dispatcher-centric airline operations command simulator. The implementation utilizes Backend Apis, Cloud Devops, Education to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, Cloud & DevOps, Education & Pedagogy
Interactive A320 cockpit trainer with scenario-driven hotspot decision workflows. The implementation utilizes Interactive Simulation, Web Development, Education to ensure a robust and scalable architecture.
Tech Stack: Interactive Simulation, Web Development, Education & Pedagogy
A320 systems decision game: dual-pilot asymmetric conflict resolution under abnormal operations. The implementation utilizes Interactive Simulation, Risk Management, Web Development to ensure a robust and scalable architecture.
Tech Stack: Interactive Simulation, Risk Management & Analysis, Web Development
Adaptive narrative simulator for crew resource management under operational stress. The implementation utilizes Education, Interactive Simulation, Web Development to ensure a robust and scalable architecture.
Tech Stack: Education & Pedagogy, Interactive Simulation, Web Development
A prototype of VR/AR coaching. The implementation utilizes Interactive Simulation, Risk Management, Web Development to ensure a robust and scalable architecture.
Tech Stack: Interactive Simulation, Risk Management & Analysis, Web Development
An android app prototype for real-time judgement. The implementation utilizes Interactive Simulation, Nlp Genai, Risk Management to ensure a robust and scalable architecture.
Tech Stack: Interactive Simulation, NLP & Generative AI, Risk Management & Analysis
Asymmetric Crew Training. The implementation utilizes Data Visualization, Interactive Simulation, Risk Management to ensure a robust and scalable architecture.
Tech Stack: Data Visualization, Interactive Simulation, Risk Management & Analysis
Executive turnaround control and recovery. The implementation utilizes Interactive Simulation, Risk Management, Web Development to ensure a robust and scalable architecture.
Tech Stack: Interactive Simulation, Risk Management & Analysis, Web Development
Aircraft Turnaround Control Assistant. The implementation utilizes Interactive Simulation, Risk Management, Web Development to ensure a robust and scalable architecture.
Tech Stack: Interactive Simulation, Risk Management & Analysis, Web Development
Passenger disruption decision assistant. The implementation utilizes Backend Apis, Cloud Devops, Data Processing and other tools to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, Cloud & DevOps, data-processing, Risk Management & Analysis
Transforming Beehive Sound into Commercial Success. The implementation utilizes Agriculture, Neuroscience, Plotly and other tools to ensure a robust and scalable architecture.
Tech Stack: Veterinary & Agriculture, Neuroscience & Cognition, Data Visualization, Predictive Modeling, Statistical Analysis, Deep Learning
Automated Age Estimation and Biometric Identification via Computer Vision. The implementation utilizes Agriculture, Computer Vision, Pytorch and other tools to ensure a robust and scalable architecture.
Tech Stack: Veterinary & Agriculture, Computer Vision, Deep Learning, Predictive Modeling, Statistical Analysis
Automated Real-Time Hive Monitoring: A Comparative Analysis of Productivity Metrics (Node A) and Biosecurity Threat Detection (Node B). The implementation utilizes Agriculture, Backend Apis, Cloud Devops and other tools to ensure a robust and scalable architecture.
Tech Stack: Veterinary & Agriculture, Backend & APIs, Cloud & DevOps, onnx, Deep Learning
Bridging Clinical Reasoning and Automated Instruction - Case-based learning. The implementation utilizes Education, Immunology, Nlp Genai and other tools to ensure a robust and scalable architecture.
Tech Stack: Education & Pedagogy, immunology, NLP & Generative AI, Backend & APIs, Web Development, tailwind
A Reaction-Diffusion Model of Marrow Adipose Tissue (MAT) Mediated Neurotoxicity. The implementation utilizes Bioinformatics, Predictive Modeling, Python and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, Predictive Modeling, Backend & APIs, Statistical Analysis
Ciliary Flexural Rigidity as a Biophysical Determinant of Viral Tropism in the Developing Neural Tube. The implementation utilizes Bioinformatics, D3, Immunology and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, Data Visualization, immunology, Statistical Analysis, Predictive Modeling, Backend & APIs, Web Development
HIV-1 gp120-Induced Autophagic Stalling Triggers Phosphatidylserine-Mediated Microglial Synaptic Pruning. The implementation utilizes Bioinformatics, Predictive Modeling, Python and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, Predictive Modeling, Backend & APIs, python-viz, Statistical Analysis
A 3D Transcriptomic Atlas of the Dorsal Root Ganglion. The implementation utilizes D3, Data Visualization, Healthcare and other tools to ensure a robust and scalable architecture.
Tech Stack: Data Visualization, Healthcare & Medicine, Statistical Analysis, Web Development, Education & Pedagogy
An In Silico Pharmacodynamic Framework for Modeling Mitochondrial Metabolic Gating in Nociceptor Excitability. The implementation utilizes Bioinformatics, Data Visualization, Numpy and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, Data Visualization, Statistical Analysis, Predictive Modeling, Backend & APIs, Education & Pedagogy
A Client-Side Deep Learning Framework for Automated Dorsal Root Ganglion Morphometry and Nociceptor Classification. The implementation utilizes Data Visualization, Healthcare, Llm and other tools to ensure a robust and scalable architecture.
Tech Stack: Data Visualization, Healthcare & Medicine, NLP & Generative AI, Predictive Modeling, Web Development, Education & Pedagogy, Deep Learning
A Mixed-Reality Interface for Clinical Skills Acquisition. The implementation utilizes Education, Firebase, Interactive Simulation and other tools to ensure a robust and scalable architecture.
Tech Stack: Education & Pedagogy, Cloud & DevOps, Interactive Simulation, NLP & Generative AI, Computer Vision, Web Development, tailwind
An Interactive Model for Visualizing Osteopathic and Pharmacological Interventions. The implementation utilizes Bioinformatics, Data Visualization, Immunology and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, Data Visualization, immunology, Interactive Simulation, NLP & Generative AI, Backend & APIs, Web Development, tailwind, Education & Pedagogy
Bridging Clinical Microbiology and Osteopathic Manipulative Medicine (OMM). The implementation utilizes Bioinformatics, Data Visualization, Interactive Simulation and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, Data Visualization, Interactive Simulation, json, Web Development, Education & Pedagogy
MicroSim – A Next-Generation Clinical Reasoning Tool for Microbiology Education. The implementation utilizes Backend Apis, Immunology, Interactive Simulation and other tools to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, immunology, Interactive Simulation, NLP & Generative AI, Web Development, Education & Pedagogy
Adaptive Educational interface bridging the gap between classroom and independent study. The implementation utilizes Ai Ethics Mlops, Backend Apis, Health Informatics and other tools to ensure a robust and scalable architecture.
Tech Stack: AI Ethics & MLOps, Backend & APIs, Health Informatics, immunology, json, NLP & Generative AI, Web Development, Education & Pedagogy
SynthLab – Integrated Virtual Diagnostics Module. The implementation utilizes Backend Apis, Svelte, Synthetic Data and other tools to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, Web Development, Synthetic Data Generation, Education & Pedagogy
Case based learning in Microbiology - simple prototype. The implementation utilizes Education, Firebase, Immunology and other tools to ensure a robust and scalable architecture.
Tech Stack: Education & Pedagogy, Cloud & DevOps, immunology, Web Development, NLP & Generative AI, tailwind
GATOR2 Component WDR59 Drives Aggressiveness in Group 3 Medulloblastoma via mTORC1-Mediated Stemness Maintenance. The implementation utilizes Backend Apis, Data Visualization, Health Informatics and other tools to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, Data Visualization, Health Informatics, immunology, Web Development
Spatiotemporal Visualization of Metastatic Dormancy and Synthetic Gene Circuit Dynamics. The implementation utilizes Bioinformatics, Chartjs, Data Visualization and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, chartjs, Data Visualization, Interactive Simulation, nibabel, scikit-image, Predictive Modeling, Web Development, svg, threlte
Deep-Learning Pipeline for Predicting Immune Checkpoint Inhibitor Response via Biosynthetic Gene Cluster Mining. The implementation utilizes Bioinformatics, Chartjs, Deepbgc and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, chartjs, deepbgc, Cloud & DevOps, onnx, Predictive Modeling, random-forest, sra-toolkit, Statistical Analysis, Web Development, tailwind, Deep Learning
Deconstructing Immunological Heterogeneity in PASC via Multi-Scale Computational Analysis. The implementation utilizes Chartjs, D3, Fastapi and other tools to ensure a robust and scalable architecture.
Tech Stack: chartjs, Data Visualization, Backend & APIs, Healthcare & Medicine, immunology, json, Statistical Analysis, Predictive Modeling, Deep Learning, Web Development
A Sequence-Based Deep Learning Framework for Predicting SARS-CoV-2 Entry Factors. The implementation utilizes Chartjs, Predictive Modeling, Pytorch and other tools to ensure a robust and scalable architecture.
Tech Stack: chartjs, Predictive Modeling, Deep Learning, Risk Management & Analysis, siamese-1d-cnn, Web Development, Veterinary & Agriculture
Community Polygenic Lipid Load Feedback Dashboard for Public Cardiovascular Risk Awareness – Design and Rationale Using Synthetic Data. The implementation utilizes Chartjs, D3, Healthcare and other tools to ensure a robust and scalable architecture.
Tech Stack: chartjs, Data Visualization, Healthcare & Medicine, json, Statistical Analysis, Predictive Modeling, Web Development
A Multimodal, Explainable Dyslipidemia Risk Workbench: Synthetic Polygenic–Monogenic Integration, Tendon Phenotype, and Interactive Web Deployment. The implementation utilizes Chartjs, D3, Docker and other tools to ensure a robust and scalable architecture.
Tech Stack: chartjs, Data Visualization, Cloud & DevOps, Backend & APIs, Healthcare & Medicine, joblib, json, Statistical Analysis, Predictive Modeling, Explainable AI (XAI), Web Development
A Full-Stack, N-of-1 Adaptive Trial Platform for Severe Hypertriglyceridemia Using a Heuristically-Governed Reinforcement Learning Agent. The implementation utilizes Bioinformatics, Chartjs, D3 and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, chartjs, Data Visualization, flask-cors, gunicorn, Reinforcement Learning, json, Predictive Modeling, stable-baselines3, Statistical Analysis, Web Development
A Graph-Informed MLP Framework for Predicting Plaque Instability from Multi-Omic Data. The implementation utilizes Bioinformatics, Chartjs, D3 and other tools to ensure a robust and scalable architecture.
Tech Stack: Bioinformatics & Comp Bio, chartjs, Data Visualization, Backend & APIs, Cloud & DevOps, gimple, Interactive Simulation, json, NLP & Generative AI, Deep Learning, Web Development
A Longitudinal Deep Learning Framework for Ultra-Sensitive Error Suppression and Minimal Residual Disease (MRD) Detection in Simulated ctDNA. The implementation utilizes D3.Js, Pytorch, Python and other tools to ensure a robust and scalable architecture.
Tech Stack: D3.js, Deep Learning, Backend & APIs, apt-get, bcftools, bwa mem, Data Visualization, Health Informatics, Predictive Modeling, samtools
Simulating Multimodal Healthcare Data: Building an Interactive Clinical Insights. The implementation utilizes Chart.Js, Ehr, Faker and other tools to ensure a robust and scalable architecture.
Tech Stack: Chart.js, Health Informatics, Faker, HIPAA, AI Ethics & MLOps, Backend & APIs
End-to-End Deployment of a Heart Disease Risk Prediction API. The implementation utilizes Backend Apis, Cloud Devops, Kubernetes and other tools to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, Cloud & DevOps, Predictive Modeling
AI Ethics Data Provenance and Consent Compliance. The implementation utilizes Faker, Federated Learning, Gradient Boosting and other tools to ensure a robust and scalable architecture.
Tech Stack: Faker, Federated Learning, Gradient Boosting, HIPAA, HL7 FHIR, Web Development, AI Ethics & MLOps, NIST AI RMF, Statistical Analysis, PIPEDA, Backend & APIs, Explainable AI (XAI), SNOMED-CT, Vertex AI, ai-ethics, d3-sankey, d3.js, Health Informatics
A Zero-Cost, LOINC Validator Built with Svelte and Client-Side Data Transformation. The implementation utilizes Cerner Ehr, Chart.Js, D3.Js and other tools to ensure a robust and scalable architecture.
Tech Stack: Cerner EHR, Chart.js, D3.js, DPD, Web Development, Backend & APIs, REST, Health Informatics, Data Visualization, json, Statistical Analysis
RxBridge is a web-based tool providing comparative drugs between two countries. The implementation utilizes Chart.Js, D3.Js, Dpd and other tools to ensure a robust and scalable architecture.
Tech Stack: Chart.js, D3.js, DPD, Backend & APIs, REST, Health Informatics, Data Visualization, Statistical Analysis
A Deep Dive into Generative AI for Clinical Simulation. The implementation utilizes Cnn, Hipaa, Prompt Engineering and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, HIPAA, Prompt Engineering, genai, Healthcare & Medicine, Predictive Modeling, Synthetic Data Generation
Mitigating Bias in Income Prediction using the UCI Adult Income Dataset. The implementation utilizes Chart.Js, D3.Js, Dpd and other tools to ensure a robust and scalable architecture.
Tech Stack: Chart.js, D3.js, DPD, Backend & APIs, REST, Health Informatics, AI Ethics & MLOps, Cloud & DevOps, Statistical Analysis
An Interactive Prototyping Framework for AI-Driven Wound Care Education. The implementation utilizes Faker, Federated Learning, Gradient Boosting and other tools to ensure a robust and scalable architecture.
Tech Stack: Faker, Federated Learning, Gradient Boosting, HIPAA, HL7 FHIR, Web Development, AI Ethics & MLOps, NIST AI RMF, Statistical Analysis, PIPEDA, Backend & APIs, Explainable AI (XAI), SNOMED-CT, Vertex AI, d3-sankey, d3.js, Education & Pedagogy, Healthcare & Medicine, Interactive Simulation
A prototype with high AUC in wound care. The implementation utilizes Faker, Federated Learning, Gradient Boosting and other tools to ensure a robust and scalable architecture.
Tech Stack: Faker, Federated Learning, Gradient Boosting, HIPAA, HL7 FHIR, Web Development, AI Ethics & MLOps, NIST AI RMF, Statistical Analysis, PIPEDA, Backend & APIs, Explainable AI (XAI), SNOMED-CT, Vertex AI, d3-sankey, d3.js, Healthcare & Medicine, Predictive Modeling
Predictive Modeling of Sepsis Onset. The implementation utilizes Chart.Js, D3.Js, Dpd and other tools to ensure a robust and scalable architecture.
Tech Stack: Chart.js, D3.js, DPD, Backend & APIs, REST, Health Informatics, Statistical Analysis, Predictive Modeling
Inferring Transcription Factor Activity from Single-Cell RNA-Seq Data. The implementation utilizes Dorothea, Leiden Clustering, Python and other tools to ensure a robust and scalable architecture.
Tech Stack: DoRothEA, Leiden Clustering, Backend & APIs, Scanpy, UMAP, immunology, Healthcare & Medicine, NLP & Generative AI, omnipath, Statistical Analysis, Predictive Modeling, pyScenic
A transdimensional Bayesian framework to estimate infection burdens. The implementation utilizes Bayesian Statistics, C++, Gaussian Mixture Model and other tools to ensure a robust and scalable architecture.
Tech Stack: Bayesian Statistics, C++, Gaussian Mixture Model, R studio, RStudio, Backend & APIs, Health Informatics, Healthcare & Medicine, immunology
An AI-driven quest to discover novel marine compounds targeting cancer immunotherapy. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, Cloud & DevOps, drug-discovery, immunology, Healthcare & Medicine
Farm animal health monitoring. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, Health Informatics, Predictive Modeling
Visualizing collateral sensitivity of antibiotic resistance. The implementation utilizes Faker, Federated Learning, Gradient Boosting and other tools to ensure a robust and scalable architecture.
Tech Stack: Faker, Federated Learning, Gradient Boosting, HIPAA, HL7 FHIR, Web Development, AI Ethics & MLOps, NIST AI RMF, Statistical Analysis, PIPEDA, Backend & APIs, Explainable AI (XAI), SNOMED-CT, Vertex AI, d3-sankey, d3.js, Education & Pedagogy, Health Informatics, joblib, Healthcare & Medicine, Risk Management & Analysis, Data Visualization
The Health Nexus: Aging, Chronic Disease, and Mental Health in Canada. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, Health Informatics, powerbi, pygwalker, Risk Management & Analysis, Statistical Analysis, tableau, tkinter
SaMD Validation Dossier. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, AI Ethics & MLOps, Health Informatics, Healthcare & Medicine, Statistical Analysis
Efficient way to gather data for veterinary research. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, NLP & Generative AI, Veterinary & Agriculture, veterinary-research
Using CNN as a tool for clinical dermantology cases. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, Data Visualization, Healthcare & Medicine, veterinary-research
RetinaEcho. The implementation utilizes Fiftyone, Google Cloud Vision Ai, Streamlit and other tools to ensure a robust and scalable architecture.
Tech Stack: FiftyOne, Google Cloud Vision AI, Streamlit, Computer Vision, Deep Learning, Healthcare & Medicine, vision-ai
Neural signature. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, Data Visualization, Healthcare & Medicine, Neuroscience & Cognition, Statistical Analysis, vision-ai
Analyzing Canine Facial Morphology for Pain Assessment Difficulty. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, mediapipe, streamlit, Veterinary & Agriculture, veterinary-research
An Interactive Dashboard for Visualizing AI Attention on Endoscopic Images. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, Data Visualization, Healthcare & Medicine, Statistical Analysis
A convolutional neural network fine-tuned on labeled radiographs is used to localize fractures. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, Healthcare & Medicine
An innovative approach for GI disease analysis involving gut microbiome datasets. The implementation utilizes Fiftyone, Google Cloud Vision Ai, Streamlit and other tools to ensure a robust and scalable architecture.
Tech Stack: FiftyOne, Google Cloud Vision AI, Streamlit, Bioinformatics & Comp Bio, Healthcare & Medicine, NLP & Generative AI, Predictive Modeling
An interactive visualization of patient pathways through a healthcare system. The implementation utilizes Chord Diagram, Decision Tree, Sankey Diagram and other tools to ensure a robust and scalable architecture.
Tech Stack: Chord Diagram, Decision Tree, Sankey Diagram, Data Visualization, Health Informatics, Backend & APIs, r, Statistical Analysis
A deep learning model to detect early-stage lung cancer from CT scans. The implementation utilizes Cnn, Explainable Ai, Mobilenetv2 and other tools to ensure a robust and scalable architecture.
Tech Stack: Computer Vision, Explainable AI, MobileNetV2, Backend & APIs, Streamlit, Deep Learning, Healthcare & Medicine, tailwind, ts
Deployed a TensorFlow image classification model using Docker and cloud services. The implementation utilizes Backend Apis, Cloud Devops, Docker and other tools to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, Cloud & DevOps
A Vercel-like developer portfolio website template made with Typescript and SvelteKit.
Tech Stack: Cloud & DevOps, sass, Web Development, tailwind, ts
. The implementation utilizes Backend Apis, Web Development to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, Web Development
Test_v2. The implementation utilizes Backend Apis, Web Development to ensure a robust and scalable architecture.
Tech Stack: Backend & APIs, Web Development
