Sankar Bareddy

Experience

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  QuickCompany.in

  Sept 2022 - Jan 2023

  Python Developer

  Experienced in developing Scrapy projects for various government websites, including copyrights, ipindia, MCA, and e-courts. Proficient in setting up scrapy pipelines that primarily utilize MongoDB collections or MySQL relational databases for efficient data storage. Developed and deployed Captcha recognition OCR models using Flask, enabling automated handling of verification challenges. Demonstrated expertise in configuring multiple scrapyd instances within a single virtual machine, utilizing tools like scrapydweb, supervisor, and nginx. Skilled in writing Elastic Search queries as arguments to scrapy spiders for targeted data retrieval. Proficient in handling cookie sessions using synchronous requests in Scrapy projects. Adept at crafting custom scrapy middlewares to handle failed requests and implement retry mechanisms for improved data extraction. Show less

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  CodinGrad

  Feb 2023 - May 2023

  Data Science Instructor

  Successfully conducted a three-month batch, guiding and mentoring 18 learners from March 2023 to May 2023. Created comprehensive ipython notebooks covering various topics in Python and essential libraries such as Numpy, Pandas, Matplotlib, and OpenCV. Showcased proficiency in Python object-oriented programming by developing an Inventory Management project. Led the development of an end-to-end sentiment analysis project utilizing LSTM and embedding mappings in TensorFlow, deploying it locally using Streamlit for interactive user experience. Additionally, developed a count tracking Computer Vision model employing YOLO v8 and the ByteTrack algorithm, demonstrating expertise in advanced computer vision techniques. Show less

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  Blackstraw.ai

  Aug 2023 - now

  Associate Software Engineer