Shubham SharmaSS
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Shubham Sharma

@sshubham

Data Scientist with expertise in NLP and Generative AI.

India

Data Scientist with 3 years of hands-on experience in data modeling, business intelligence, and transfer learning. Proficient in Python, NLP (BERT, GPT), and Generative AI, specializing in LLMs and LangChain. Skilled in developing AI Chatbots and implementing DistilBERT Transformer-based models for enhanced user experiences. Adept at automating customer interactions and streamlining machine learning pipelines for operational efficiency.

During my tenure at PW Skills (Ineuron Intelligence Pvt Ltd), I collaborated with the backend AI team to develop doubt clustering, Q&A, and generative AI modules. I also led data science, NLP, and Generative AI projects at Ineuron Intelligence Pvt Ltd, automating systems and leveraging artificial intelligence and machine learning techniques. I spearheaded cross-functional collaboration to ensure seamless deployment and established a standardized machine learning pipeline.

As a Data Science Intern at Ineuron Intelligence Pvt Ltd, I implemented web scraping on Google and YouTube search results and applied various ML classification techniques to accurately predict user intent. I hold a Bachelor of Technology in Computer Science Engineering from AKTU.

Experience

Work history, roles, and key accomplishments

PL

Data Scientist

PW Skills (Ineuron Intelligence Pvt Ltd)

Jan 2023 - Jan 2023 (0 months)

Collaborated with the backend AI team to develop doubt clustering, Q&A, and generative AI modules. Worked in Research and Development related to Generative AI.

IL

Data Scientist

Ineuron Intelligence Pvt Ltd

Oct 2021 - Jan 2023 (1 year 3 months)

Led data science, NLP, and Generative AI projects to automate systems, leveraging artificial intelligence and machine learning techniques. Spearheaded cross-functional collaboration to ensure seamless deployment, resulting in recognition for innovation. Automated customer interactions, reducing human intervention and enhancing operational efficiency. Established a standardized machine learning pi

CS

Data Scientist

Chatbot Support System

Oct 2021 - Sep 2022 (11 months)

Developed a chat support system leveraging the LLM model DistilBERT to automate manual customer support using Python language. Trained the model with a multiclass text classification dataset of 174 intents and 1.2 million user queries and evaluated the model using various evaluation metrics. Resulted in a significant reduction in query response time, enhancing customer satisfaction. Implemented c

IL

Data Scientist

Ineuron Intelligence Pvt Ltd

Dec 2020 - Sep 2021 (9 months)

Implemented web scraping on Google and YouTube search results using Beautiful Soup and Selenium to extract valuable data for analysis and store it in MongoDB. Applied a variety of ML classification techniques like Ensemble techniques (bagging, boosting), logistic regression, SVM, and KNN to accurately predict the intent behind user queries.

Education

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Shubham hasn't added their education

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Shubham Sharma - Data Scientist - PW Skills (Ineuron Intelligence Pvt Ltd) | Himalayas