 Advanced Learning Algorithms

Python (Basic) Certificate

 What is Data Science?

Supervised Machine Learning: Regression and Classification

Unsupervised Learning, Recommenders, Reinforcement Learning

Deep Learning with PyTorch : Image Segmentation

Machine Learning Specialization

Bachelor of Technology - BTech

Researcher

Student Coordinator

Secretary : Take da Bait

Anchor

Selective Denoising: Selectively remove the background noise from an audio signal within the latency constraint of 20 ms. Obtained multi-label classification accuracy over 90%.

Samsung R&D Intern

Automatic modulation Classification algorithm for NOMA signals: Created a custom Spatial Transformer Network(STN) to transform faded constellation diagrams before feeding them to a CNN-based classifier. Tried out Autoencoders and GANs before applying STNs.

Research Intern

PII Masking: Fine-tuned the distilledBERT LLM model on custom PII data to mask PIIs from clients' emails using token classification. Increased the accuracy to over 90% from the previous method of GPT 3.5 inference. Decreased the overall incurred cost.
Product Mapping Before Classification: Spearheaded the transfer of labeling data for the product categorization model from the classical TF-IDF to an LLM-based approach, improved accuracy from 65% to over 85%, and reduced the manual work involved in this task by pipeline and automation.
Custom Classification Model: Created a custom model based on BiLSTM to classify around 66 categories from the data collected from various e-commerce platforms. Obtained 97\% accuracy.

AI/ML intern 

Content Writer

Amazon ML Summer School 2024 | Ex-AI/ML Intern @Vumonic Datalabs | Ex- Samsung PRISM Intern | Ex-Research Intern @ IIT J

Know about Vipulesh Tiwari's work experience, education, bootcamps, certifications, and much more. Vipulesh Tiwari