Shivam Pandey
Machine Learning Engineer @Mirketa Inc
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WORK HISTORY
Machine Learning Engineer @Mirketa Inc
AI-Powered Content Generation: Designed and deployed a content generation pipeline leveraging RAG and vector databases (Pinecone, FAISS) to deliver personalized email and WhatsApp product recommendations based on real-time data and user trends. Generative AI Image Synthesis: Implemented Stable Diffusion XL and ReV Animated Inpainting models for custom product and background image generation, using prompt engineering and fine-tuning techniques. LLM Integration Prompt Engineering: Developed SalesGPT with NL2SQL functionality, implementing semantic search (using AWS OpenSearch) increased the accuracy by 25%, and a KG RAG framework, minimizing hallucinations by 40% using semantic layer. Customer Segmentation Analytics: Built a customized segmentation model for e-commerce, leveraging LLM insights to derive actionable rules, anomaly detection, and marketing campaign strategies for targeted customer groups, currently working on the graph database by neo4j.
EDUCATION
Indraprastha Institute of Information Technology, Delhi
Master's Degree
Jamia Hamdard
Bachelor of Technology
ABOUT SHIVAM PANDEY
ML Engineer at Banavo.AI
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