Ankit Choudhary
@Ankit_954949
Data Science and Machine Learning Intern at Mobius Networks Pvt Ltd
Gurugram, Haryana, India
Machine Learning and GenAI Engineer with hands-on experience building, training, and deploying ML and LLM-powered systems using Python and PyTorch. Experienced in supervised learning, neural networks, and ML pipelines, as well as Retrieval-Augmented Generation (RAG), embeddings, vector search, and prompt engineering. Skilled in parameter-efficient fine-tuning of large language models using LoRA/QLoRA and evaluating LLM outputs for accuracy and faithfulness.
Experience
Data Science and Machine Learning Intern
Mobius Networks Pvt Ltd
Developed and evaluated machine learning models using Python and PyTorch, improving classification accuracy by ~2% through algorithmic experimentation. Implemented the Forward-Forward algorithm for neural networks and compared its performance against baseline backpropagation methods. Converted Python-based ML workflows into reproducible Kubeflow Pipelines using YAML-defined components. Deployed ML pipelines on Kubernetes clusters using Docker containers, enabling scalable and consistent model training. Performed automated hyperparameter tuning using Katib, improving validation accuracy by ~4% and reducing training loss. Worked across the end-to-end machine learning lifecycle: data preprocessing, training, tuning, evaluation, and deployment. Fine-tuned LLMs using LoRA/QLoRA, improving task-specific accuracy by ~4% and reducing model loss.
Education
IIT Hyderabad
B.Tech
Civil Engineering
Swami Keshwanand Convent School Sikar Rajasthan
XII (CBSE)