Kirti
Senior Member Technical Staff-AI at DS Group | R&D | Ph.D. l Machine Learning | Computer Vision | Deep Learning | LLM | Generative AI | Conversational Bot
- Role
- Senior Member of Technical Staff - Artificial Intelligence at DS Group
- Location
- Delhi, DL, IN
- LinkedIn followers
- 500 followers
About Kirti
Senior GenAI Engineer | Applied AI Engineer | Data Scientist GenAI Engineer with…
Experience
Senior Member of Technical Staff - Artificial Intelligence
Mar 2023 — Present · Noida, IN
Gen AI Projects:RAG-based PDF Summarizer & Chatbot (Phi4, OLLAMA): Built a local tool for summarizing PDFs and interactive Q&A, enhancing productivity with data privacy.Natural Language to SQL Query Tool (Llama 3.2, RAG, OLLAMA): Simplified database access for non-SQL users, reducing reliance on experts.Time-Series Forecasting:Tree Cutting Prediction (ARMA, ARIMA, SARIMA, LSTM): Developed high-accuracy forecasting models to optimize resource allocation.Computer Vision:Real-Time Object Detection (YOLOv8, PyQt): Created a custom nut classification system with a PyQt desktop app, reducing manual monitoring.AI-Powered CCTV Monitoring (YOLO, OpenCV): Built an automated intrusion, access violation, and dress code detection system with email alerts.Data Analysis & Optimization:Inventory Safety Stock Model: Automated stock level optimization using statistical methods, reducing stockouts.Batch Optimization for Manufacturing (Flask, Pandas): Designed an intelligent batch allocation system ensuring product quality.Geo-based Call Analytics: Developed an ML-powered system for workforce optimization with anomaly detection.
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