Projects

                
Autonomous Energy Infrastructure Agent
                  Multi-agent system using CrewAI for monitoring and optimizing clean energy infrastructure through digital twin simulations.
                
Project DetailsTools: CrewAI, LangChain, Python, Docker
Autonomous monitoring of digital twin simulations
Predictive model optimization for resource allocation
MLOps integration with CI/CD pipeline

Production RAG Pipeline
                  Scalable RAG pipeline using LangChain and vector databases for domain-specific LLM applications.
                
Project DetailsTools: LangChain, Vector Databases, Python, FastAPI
Low-latency context-aware inference
Enterprise-grade scalability
Domain-specific knowledge integration

LLM-Enhanced GWAS Analysis
                  Novel phenotype recognition method using LLMs for Genome Wide Association Studies with 50,000+ genetic records.
                
Project DetailsTools: Python, PyTorch, LangChain, PubMed API
Tested on 12 distinct phenotypes
50,000+ genetic sequencing records analyzed
Electronic Health Records integration

Expert Reasoning in Medical LLMs
                  Integrating expert medical reasoning into LLMs, improving diagnostic accuracy by 38% on 80,000+ health records.
                
Project DetailsTools: Python, vLLM, NeMo Guardrails, PyTorch
38% improvement in diagnostic accuracy
80,000+ precision health records analyzed
HIPAA-compliant implementation

Monitoring the Future
                  Analysis of the Monitoring the Future dataset using data analytics tools to discover trends in attributes of adolescents in the US and predicting their political learning.
                
Project DetailsTools: Pandas, scikit-learn, Python
Data analysis and visualization
Predictive modeling
Model performance monitoring

News Aggregation Platform
                  Intelligent news aggregator using NLP and machine learning to classify, summarize, and recommend trending articles from multiple sources.
                
Project DetailsTools: Python, scikit-learn, Flask, BeautifulSoup, NLP
Automated web scraping and article classification
Real-time topic detection and summarization
Personalized news recommendations