Vamsi Tharun Kumar Sunku

Experience

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  Entransys Private Limited

  Jan 2016 - Oct 2016

  Worked on data driven forecasting methodology will provide decision makers with accurate assessment of future demand and thereby help them in effective budgeting, planning and pricing of the resources. And developed Visualization and Dashboards using R Programming Four months internship program in ENTRANSYS PRIVATE LIMITED Hyderabad

  • Technical Consultant

    May 2016 - Oct 2016

  • Internship

    Jan 2016 - Apr 2016
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  YASH Technologies

  Jan 2017 - Jan 2020

  Software Engineer

  Expertise in solving data science problems and keen interest in machine learning and NLP.Designed and developed AI driven solution for text extraction from invoice image templates and text files.During this project, I used my skills in text processing, statistical analysis, and machine learning to build an NLP model. My objective was to develop a system that could accurately classify text documents, Invoices and extract meaningful insights from them.To achieve this, I employed a range of NLP techniques, including tokenization, stemming, and stop-word removal. I also used machine learning algorithms such as Naive Bayes, logistic regression, and support vector machines (SVMs), Mitie, Spacy, CRF to build and evaluate my models. I implemented my project using Python and various NLP libraries such as NLTK, spaCy, and Gensim.The project was challenging, but also very rewarding. I learned how to preprocess and analyze textual data and Images as well as how to train and evaluate machine learning models for text classification. I also gained experience in data visualization and interpretation, which helped me to communicate my findings clearly and effectively.Overall, my experience with NLP has taught me the importance of text analysis in machine learning and how to effectively build and deploy NLP models. I am excited to continue exploring this field and applying my skills in future projects. Show less

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  Mindtree

  Feb 2020 - Aug 2021

  Working on Data Science domain. Mainly developing products on anomaly detection, Time series Forecasting, Prediction and optimization techniques for huge data sets using advanced Machine Learning / Statistical algorithms in python programming.

  • Module Lead

    Apr 2021 - Aug 2021

  • Senior Analyst

    Feb 2020 - Apr 2021
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  HCL Technologies

  Aug 2021 - Apr 2024

  Technical Lead

  As a Data Scientist I have a strong passion for data analysis and have recently completed a time series analysis project and working on Generative AI use cases.During this project, I utilized my skills in statistical analysis, data cleaning, and visualization to analyze and interpret time series data. My main objective was to identify patterns and trends within the data to make accurate predictions and improve decision-making.To accomplish this, I employed a range of techniques, including ARIMA modeling, XgBoost, Randon Forest, SVM, Tbats, Prophet and regression analysis. I also used Python programming language and various data analysis libraries such as Pandas, Numpy, Matplotlib, hyperopt, Scikit-learn and scipy.The project was challenging, but also very rewarding. I was able to develop my skills in time series analysis, explore new techniques and tools, and gain valuable insights into the data. Throughout the project, I maintained a strong focus on accuracy, attention to detail, and clear communication of my findings.Overall, my experience with time series analysis has taught me the importance of data-driven decision making and how to effectively communicate complex information. I look forward to applying these skills in future projects and continuing to grow my expertise in this field. Show less

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  LTIMindtree

  Apr 2024 - now

  Specialist - Data Sciences Generative AI

  As an LLM expert in LTIM, I specialize in the development, fine-tuning, and deployment of large language models to solve complex challenges across industries. My expertise includes optimizing LLMs for natural language processing, enhancing conversational AI, and creating custom models that deliver superior accuracy and efficiency. I have a deep understanding of transformer architectures and stay at the forefront of advancements in AI technology. I excel in translating business needs into technical solutions, ensuring that AI-driven strategies align with organizational goals. My work is driven by a passion for innovation, continuous learning, and delivering impactful AI solutions. Show less