Yash Vardhan Singh

About Yash Vardhan Singh

I bring over 10 years of industry experience as a Lead Data Scientist, specializing in Natural Language Processing, Computer Vision, Artificial Intelligence, and Machine/Deep Learning. My expertise extends across diverse sectors, including automotive, financial, technology, and consumer and food industries, where I have demonstrated excellence in both consulting and delivery roles.I presently oversee data science initiatives, provide guidance to my team, and manage client expectations. My responsibilities encompass project planning, adhering to timelines, overseeing the codebase and pipeline, delivering presentations, and engaging in client discussions. Additionally, I have hands-on experience with extensive language models such as Llama 70B, Flan, and GPT, as well as computer vision models like Stable Diffusion, Midjourney, and Firefly in the realm of General Artificial Intelligence.Key Expertise:Machine Learning: Proficient in a spectrum of techniques including Linear and Logistic Regression, K-Nearest Neighbors (KNN), Naive Bayes Classifier, Support Vector Machine (SVM), DBScan, K-Means Clustering, Decision Trees, Bagging, and Boosting.Deep Learning: Skilled in applying Convolutional Neural Networks (CNN), Multi-Layer Perceptron (MLP), Recurrent Neural Networks (RNN), Long-Term Short-Term Memory (LSTM), and working with Large Language Models (LLM), Gen AI - Computer vision models (Stable diffusion, MidJourney, firefly, dall-e)Languages: Proficient in Python, NodeJS, and Java. Familiar with Hadoop Distributed File System, HBase, Hive, and Spark.Text Analytics: Experienced in Topic Modeling (Latent Dirichlet Allocation), Natural Language Processing (NLP), and Text Classification using CNN and sequential models.Python Packages: Adept in utilizing NumPy, Pandas, Matplotlib, Plotly, Scikit-Learn, TensorFlow, and Keras.My passion lies in unraveling the potential of data to drive strategic decision-making and innovative solutions. Throughout my career, I have consistently pushed boundaries and contributed to cutting-edge projects that harness the power of AI to solve complex business problems.Let\'s connect to explore opportunities for collaboration and the exciting realms of data science and AI.

Experience

1. Lead Data Scientist

   IBM

   Jun 2019 — Present

   I work as a Lead Data Scientist with industry expertise spanning the automotive, financial, technology, and consumer and food sectors. My background includes experience in both consulting and product delivery, with a focus on, Natural Language Processing (NLP), Computer Vision, and handling big data components.In my research experience (apart from the projects I led or worked), I have tackled diverse projects, including solving the challenge of prior art search for patents, developing similarity based approach for image-based product authentication on mobile devices to detect counterfeits, and creating an automated system for identifying the root cause in support tickets. As a result of this work, I have also filed patents for some of these innovative tasks.

Education

• Maheshwari Public School Jaipur

  Senior secondary, Science and Maths

  1999 — 2011

• NIIT University

  Bachelor's degree , Computer Science

  2012 — 2016