Tanna Prasanth kumar
@tannaprasanthkumar
AI/ML engineer specializing in generative AI, LLM agents, and model deployment.
What I'm looking for
I am an AI/ML engineer focused on deep learning, generative AI, and building LLM-powered agentic workflows. I specialize in model development, fine-tuning, prompt engineering, and deploying scalable solutions using PyTorch, TensorFlow, and modern transformer architectures.
My experience includes developing AI agents with LangChain, LangGraph, and Hugging Face, integrating vector databases and retrieval-augmented generation, and contributing to open-source protocols such as the Model Context Protocol. I have delivered measurable improvements—such as boosting model accuracy, reducing inference time, and improving system performance—across internships and projects.
I bring hands-on MLOps experience with tools like MLflow, Docker, and Git, and I am passionate about building multimodal applications and agentic systems that synthesize information across sources to solve complex tasks.
Experience
Work history, roles, and key accomplishments
Generative AI Intern
Innomatics Research Labs
Jul 2024 - Sep 2024 (2 months)
Fine-tuned GPT and BERT models improving accuracy by 20% and reduced inference time by 45% through prompt engineering; built multimodal AI applications using OpenAI and Hugging Face APIs and collaborated on scalable model deployments.
Machine Learning Engineer Intern
Codegnan
Jun 2023 - Aug 2023 (2 months)
Developed a flight fare prediction system with 92% accuracy and a collaborative-filtering movie recommender improving relevance by 40%; optimized models via hyperparameter tuning and cross-validation, cutting error rates by 20%.
Education
Degrees, certifications, and relevant coursework
Dhanekula Institute of Engineering & Technology
Bachelor of Technology, Computer Science
2021 - 2025
Bachelor of Technology in Computer Science completed with coursework and projects focused on AI, deep learning, and software development.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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