At CodeReach Software Solution Pvt. Ltd., I build AI/ML and Generative AI solutions across healthcare, HR, and finance. My work includes RAG chatbots, multi-agent hiring copilots, and credit-risk prediction systems.
I developed a medical-document Q&A chatbot using LangChain, FAISS, and LLMs, with a document-ingestion pipeline and a FastAPI backend. The project improved document retrieval time by about 40% and achieved about 85% response accuracy.
For a hiring copilot, I built a LangGraph multi-agent workflow for resume parsing, job-description matching, candidate ranking, and recruiter assistance. It reduced manual screening effort by about 60%.
I also built a credit-risk prediction pipeline with Logistic Regression, Random Forest, and XGBoost, along with prediction APIs and a Streamlit dashboard. The models achieved about 0.87 ROC-AUC and 88% recall.
