Conversational AI Chatbot using Falcon LLM
Developed a Falcon LLM-powered chatbot with context retention, successfully improving response relevance by 30% and scaling to handle 10K+ daily queries.
Skills: Generative AI (LLM), Prompt Engineering, Transformers, RAG, Hugging Face, Python
Real-Time Object Detection with YOLO for Video Analytics
Implemented YOLO object detection on video datasets, delivering 95% mAP and achieving real-time performance at 30 FPS for surveillance applications.
Skills: Deep Learning, Computer Vision, YOLO, Custom YOLO Training, Python, Model Inference
VisionAI: Celebrity Recognition in Indian Media
Implemented a facial recognition pipeline using MTCNN for face detection and Inception-ResNet-V1 for classification, achieving 92% accuracy with transfer learning.
Skills: Facial Recognition, MTCNN, Inception-ResNet-V1, Transfer Learning, Data Augmentation, Python
Predictive Analytics for Housing Prices
Built a Scikit-learn regression model ($R^{2}=0.87$) with feature engineering and delivered an interactive Power BI dashboard for real-time insights.
Skills: Scikit-learn, Regression, Feature Engineering, Power BI, Statistical Modeling, Python
Credit Card Fraud Detection Pipeline
Engineered a fraud detection pipeline for 100K+ transactions, achieving 96% accuracy with real-time alerts that cut false negatives by 20%.
Skills: Machine Learning, Classification, Feature Engineering, Python, MySQL, Power BI
Sales Dashboard using Power BI
Developed an interactive Power BI dashboard integrating Excel & SQL data, automating reports to track KPIs and boost sales insights by 30%.
Skills: Power BI, MySQL, ETL, Data Visualization, Advanced Excel, DAX, Data Modeling, KPI Analysis