Ganesh Adarkar

Experience

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  Cloud Adda Solutions

  Jan 2021 - Jul 2022

  Associate Data Scientist

  - Played a crucial role in supporting senior data scientists in their data analysis initiatives and model development projects.- Demonstrated high proficiency in handling complex datasets. Conducted comprehensive data cleaning, preprocessing, and feature engineering using Python's pandas library and other relevant tools. Ensured high-quality, accurate data for model building and analysis, leading to reliable and robust analytical results.- Leveraged my deep understanding of Natural Language Processing (NLP) to work with textual datasets. Expertly implemented NLP techniques such as tokenization, lemmatization, and word embedding to convert raw text data into meaningful and useful formats. Show less

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  Surreal AI

  Oct 2023 - now

  Junior Data Scientist

  Generative AI- Worked closely with the Co-founder on optimizing the physical appearance of a virtual influencer using the Stable Diffusion model for the fashion industry.- Experimented with fine tuning the parameters to enhance the realism and aesthetic appeal of the virtual influencer that resonates the fashion audiences.- Implemented the multi-modal language models for automating the social media interactions of the virtual influencer.- Used OpenAI library to process the image input and parsed it through GPT models to generate the response which enhanced the user engagement and follower growth.Chatbot Development- Researched about "Twilio", a customer service engagement platform and its APIs for integrating the chatbot with social media messaging platform used by 300,000+ users.- Worked closely with the CTO on designing and developing a real-time AI chat bot using the Langchain library.- Stored the history of the chats users had with the chatbot in the JSON format, which helped the users to easily retrieve their chats with the chat bot.- Collaborated with the senior developers on optimizing the response time of the AI chatbot for maintaining user engagement in real time communication settings.- Assisted in comprehensive documentation of the entire work-flow of the chatbot, providing a reliable reference for both technical and non-technical stakeholders. Show less