Shivam Ardeshna
Machine Learning Engineer @Digital Hercules Innovations
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WORK HISTORY
Machine Learning Engineer @Digital Hercules Innovations
Noida, IN
I engineered intelligent agentic systems tailored for Amazon Ads optimization, building scalable, production-grade solutions that combined retrieval-augmented generation (RAG), prompt orchestration, and optimization algorithms. My work involved crafting modular architectures with LangChain, integrating advanced filtering logic, and implementing reinforcement-inspired strategies to enhance ad performance. Leveraging vector stores, custom embeddings, and dynamic query frameworks, I contributed to building GenAI pipelines designed for real-world marketing impact—efficient, adaptive, and insight-driven.
EDUCATION
CHAROTAR UNIVERSITY OF SCIENCE AND TECHNOLOGY
Bachelor of Technology - BTech
ABOUT SHIVAM ARDESHNA
I am a Machine Learning Engineer with a strong focus on natural language processing, computer vision, and recommender systems. My background includes building real-world AI solutions and contributing to research in deepfake detection and collaborative filtering. I enjoy transforming complex problems into intelligent, data-driven systems that create real impact. With a solid foundation in both theory and practical implementation, I strive to deliver scalable and effective machine learning models.
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