About
I'm an Applied Machine Learning Engineer at TietoEvry, I have a strong background in information science, having graduated with distinction from SDM Institute of Technology in 2021. My passion for mathematics, programming, and data science has led me to specialize in applied machine learning, deep learning, and data science. I am constantly looking for opportunities to learn and grow in these fields, and I am open to collaborating on open-source projects related to data science, machine learning, and deep learning. In my current role, I work on a variety of applied machine learning, deep learning, and data science projects, and I am always seeking out new challenges and opportunities to expand my expertise in these areas.
Applied Machine Learning Engineer & Data Scientist
As a tech enthusiast, I am constantly seeking out opportunities to learn about new technologies and put them to use in addressing real-world problems. My passion for technology and research drives me to seek out innovative solutions that can make a positive impact on society. I am motivated by the potential of technology to solve complex problems and improve people's lives, and I am always looking for ways to harness its power to make a difference.
- Website: youtube.com/@charanhu
- City: Shivamogga, India
- Email: charanhumail@gmail.com
On "Charan H U" YouTube channel, I make videos that break down various data science, machine learning, deep learning, and programming concepts into clear, concise explanations. My aim is to create engaging and informative content that adds value to my viewers by sharing my knowledge and expertise. Whether you're a beginner or an experienced professional, my videos offer valuable insights and can help deepen your understanding of these crucial fields.
Experience
Professional Experience
Machine Learning Engineer
Oct 2022 - Present
TietoEvry (IND), Bengaluru, Karnataka, India
- I'm currently working on a natural language to SQL queries use case solo. I have tried various methods including the use of a seq2seq model, GPT-3, Google TAPAS, and Huggingface to tackle this problem.
- In my approach, I have used the seq2seq model to convert natural language queries into SQL queries. This model uses an encoder-decoder architecture to encode the natural language input and then generate the corresponding SQL query. I have also used GPT-3 to pre-train the model and improve its performance on this task.
- I worked on a recommendation system for insurance plans for our existing customers. I utilized the xgboost algorithm to develop the system and trained the model on large datasets of customer data to improve its accuracy and relevance.
- Developing and implementing machine learning models using xgboost to predict the likelihood of customers purchasing different insurance plans.
- I was responsible for the end-to-end development of the system, including data cleaning and preprocessing, model training and evaluation, and deployment to production. I also performed regular monitoring and maintenance to ensure the system was functioning optimally.
Software Engineer
March 2022 - Nov 2018
TietoEvry (IND), Bengaluru, Karnataka, India
- Developed a Medicare Part D Claims Adjudication capability into OneArk™ System.
- Contributed to Healthcare Business Unit as a Full Stack Developer - primarily focused on C#/.NET Framework, SQL, JavaScript, Azure DevOps as well as Agile methodology.
- Provided business process support to manage client interactions and mapping them into OneArk™.
- Advanced experience in developing Web and Client/Server Applications based on Microsoft .NET Technologies and expertise in implementing N-Tier Architecture. Expert in designing and developing web and windows-based applications using MVC, ASP.NET, C, ADO.NET, Entity Framework, Enterprise Library, LINQ, SOAP, Web Services, AJAX Control Tool Kit, IIS, XML and XSLT. Experience in designing web pages with HTML, JavaScript, CSS, HTML 5, CSS3 and jQuery in a hand-coded environment.
Education
bachelors of Engineering - Information Science and Engineering
2017 - 2021
SDM Institute of Technology, Ujire
Algorithms, data structures, statistics, machine learning, data science, and cloud computing are the main areas of focus. I created a project on Skin Cancer Detection Using AI and Machine Learning for my BE final semester. Our HoD was really grateful for it (Head of Department) In my third year of engineering school, I took part in an app-athon competition. I won first place for developing Android apps. This intercollegiate tournament took place at Moadabidre's Alva Institute of Technology.
Senior Secondary (11th & 12th) - Computer Science
2015 - 2017
National Independent PU Science Residential College, Konandur, Shivamogga
I learned the basics of programming and developed a strong interest in C++, data structures, and web development. I decided to pursue a major in Computer Science in college to further my knowledge and skills in these areas.
Social Media Posts
Contact
Hi there, thanks for checking out my portfolio! I'm a machine learning engineer with a passion for solving complex problems with data-driven solutions. If you're interested in working with me or have any questions about my experience and expertise, please don't hesitate to reach out. You can contact me via below social medias and also by email. I'm always open to discussing potential opportunities and look forward to hearing from you. Thanks again for visiting my portfolio!