Biology 
× Intelligence
            

            

                Machine Learning Engineer & Computer Vision Specialist. Building AI systems that solve real-world problems in agriculture and healthcare.
            

        


        
        

            

                root@system:~$
                cat profile.txt
            

            

                

                    > INITIALIZING BIO-INTELLIGENCE PROTOCOLS... 

                    > From seed germination analysis to rice variety classification, I bridge cutting-edge research with practical application.
                

                

                    
// Authorized Tech Stack

                    

                        
                        PyTorch
                        TensorFlow
                        OpenCV
                        Scikit-learn
                        Vue.js
                        FastAPI
                        Docker
                        PostgreSQL
                    

                

            

        


        
        

            

                root@system:~$
                ls -la ./featured_work/
            

            
            

                
                

                    
EXP-01

                    
GermiNet

                    
[ Computer Vision ]

                    

                        End-to-end object detection pipeline using Mask R-CNN to analyze seed germination patterns. Collected and annotated ~1,000 seed images to automate agricultural research.
                    

                    

                        

                            95%
                            Accuracy
                        

                        

                            98%
                            F1-Score
                        

                    

                    

                        >> GitHub
                        >> Demo
                    

                


                
                

                    
EXP-02

                    
GrainVue

                    
[ Metric Learning ]

                    

                        Fine-grained rice variety classification using embedding spaces. Utilizes Fast R-CNN for localization and a metric learning pipeline to separate visually similar varieties.
                    

                    

                        

                            97%
                            Accuracy
                        

                        

                            1.5k
                            Img/Variety
                        

                    

                    

                        >> Read Docs
                        >> Demo
                    

                

            

        


        
        

            

                root@system:~$
                ls -la ./other_experiments/
            

            
            

                

                    
PopStruct

                    
Cloud-based genomics platform for analyzing genetic diversity using PCA and K-means clustering.

                    > Launch App
                


                

                    
SpyderCare

                    
Empathetic AI chatbot for student mental health using NLP and sentiment analysis.

                    > View Demo
                


                

                    
Covid Coinfections

                    
Analyzing SARS-CoV-2 coinfections and viral evolution using NGS data pipelines.

                    > Read Thesis
                


                

                    
Restriction sites to Insights

                    
Genotyping-by-Sequencing (GBS) analysis of 471 rice taxa to identify SNPs and population structure.

                    > Read Thesis