Open to opportunities

Ankit Singh

@ankitsingh163

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AI/ML engineer focused on generative AI, LLM systems, and production-ready ML pipelines.

India

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What I'm looking for

I seek an engineering role applying generative AI/LLMs to production systems, focusing on scalable pipelines, real-world impact, and collaborative teams.

I am an AI/ML engineer with hands-on experience building generative AI and LLM-powered systems, real-time AI APIs, and medical image analysis pipelines. I specialize in designing end-to-end solutions using Python, TensorFlow, PyTorch, and modern LLM toolkits.

I have implemented RAG pipelines, embeddings, vector-database-backed retrieval, and Chat AI agents using LangChain, Pinecone, and Hugging Face; and I optimized a U-Net segmentation model for glaucoma detection while documenting experiments and tuning performance.

I deliver developer-facing GenAI tools and full-stack integrations, and I seek roles where I can apply scalable, production-grade AI to real-world business use cases while continuing to grow in applied research and engineering.

Experience

Work history, roles, and key accomplishments

Research Intern - AI/ML

Shri Ramdeobaba College Of Engineering And Management

May 2025 - Jul 2025 (2 months)

Implemented end-to-end deep learning pipelines for medical image analysis and optimized a U-Net segmentation model for glaucoma detection, improving segmentation accuracy through preprocessing, augmentation, and hyperparameter tuning.