AI / ML Engineer
Generative AI · Computer Vision · LLM Pipelines · NLP
Würzburg, Germany
I'm a Computer Science graduate (M.Sc.) from Julius-Maximilians-Universität Würzburg, specializing in Generative AI and agentic LLM pipelines. My master's thesis involved designing a closed-loop AI workflow where a local LLM autonomously generates, validates, repairs, and benchmarks PyTorch-based neural architectures for image captioning — no manual intervention needed.
I have strong expertise in Computer Vision and NLP, with hands-on experience in Vision-Language Models, synthetic data generation, OCR, and multi-model evaluation. I care about building systems that are reproducible, scalable, and actually deployable — not just demos.
Autonomous LLM pipelines with self-repair loops
CNNs, image captioning, VQA, OCR
Rigorous evaluation with BLEU, SRCC, PLCC
End-to-end agentic AI pipeline where a local LLM autonomously generates, validates, repairs, and benchmarks PyTorch-based image captioning architectures on MS COCO. A fully closed-loop generative AI workflow — LLM code generation → syntax validation → tensor checking → training repair → BLEU evaluation.
Multilingual synthetic graph and image generation pipeline to evaluate visual reasoning in vision-language models across 10+ languages. Benchmarked Idefics and Pix2Struct on multilingual VQA tasks with OCR-based pipelines.
Deep-learning-based image quality assessment workflow using the SQAD dataset. Applied 15+ data augmentation techniques to improve robustness, evaluated with SRCC and PLCC metrics.
VR-based multimodal interaction system integrating speech, gesture, and pointing inputs for real-time 3D object manipulation in Unity on Oculus Quest 2. Includes probabilistic fusion logic for valid/invalid command handling.
Alivefoto Incorporation
Julius-Maximilians-Universität Würzburg
Master Thesis: Agentic LLM pipeline for autonomous neural architecture generation, automated validation, and self-repair for image captioning on MS COCO (NN-Dataset / NN-GPT workflow).
Coursework: Computer Vision · Machine Learning · NLP · Advanced Algorithms · Information Retrieval
Marwadi University
I'm currently open to new opportunities in AI/ML engineering. Whether you have a role, a project idea, or just want to talk AI — reach out.
krunaljesani@gmail.com