Projects
SmartPatch: Intelligent Bug Repair
A pipeline for localizing and fixing bugs in software repositories using the SWEBench dataset.
PythonPyTorchTransformersvLLMBM25SWEBenchHybrid SearchHugging FaceAST / Static AnalysisMultiprocessing
ConverSync: Persistent LLM Chat with RAG + Caching
RAG powered chatbot with Response Time Optimizations
PythonFlaskWebSocketsREST APIsRAGFAISSRedisDynamoDBLLMs
AcademicAlly: Learning Enhancement Hub
A web-based solution aimed at providing feedback to students and aid faculties by giving them valuable inferences and pointers to review their teaching methods.
ReactFlaskMySQLGoogle Cloud PlatformChart.jsREST APIs
TypeLock: Intelligent Keystroke-Based Security
Behavioral authentication system using keystroke dynamics and machine learning to verify user identity.
PythonFlaskJavaScriptscikit-learnSVMMongoDBBehavioral Biometrics
PartSelectRAG: Appliance Parts Retrieval System
End-to-end retrieval-augmented system combining database queries with vector search for structured and unstructured product data.
PythonFastAPILLMsPostgreSQL (AWS RDS)AWS S3PineconeHybrid RetrievalIntent ClassificationSeleniumReactVite
MCP SQL Executor: Constrained LLM Database Agent
Backend service enabling safe, schema-aware SQL execution from LLM prompts using the Model Context Protocol (MCP).
PythonMCPfastmcpMySQLPostgreSQLSQL GuardrailsOpenAI-compatible API