Headline

Machine learning engineer II @ ServiceNow || National Institute of technology Karnataka || Competitive Programmer || Full Stack || Machine Learning || Python, Java, C/C++, Nodejs

About

I am a software engineer focusing on full-stack web development and machine learning. In my current role as an Associate Software Developer at Carelon Global Solutions, I have been building scalable, high-performance applications using JavaScript, React, and Node.js. My work includes automating model-building processes, enhancing data processing systems, and developing internal tools to boost productivity. I have significantly contributed to projects like streamlining model training and optimizing data processing using Big Data technologies. Previously, during my internship at Carelon, I developed a custom-named entity recognizer using pre-trained biomedical pipelines, which improved document processing speed by 40%. My technical skills span a wide array of programming languages and tools, including C, C++, Python, HTML, CSS, SQL, JavaScript, Java, and TypeScript. I am proficient with libraries and frameworks such as React.js, Node.js, Express, Django, and Git, and have hands-on experience with databases like MongoDB, PostgreSQL, and Prisma. In the field of machine learning, I work with CNN, ANN, and transformer architectures like BERT and LSTM. My experience includes utilizing Sklearn, Pandas, Numpy, OpenCV, Pyspark, and Big Data tools. I am also actively involved in competitive programming on Codeforces and am currently developing a "Competitive Programming Helper" extension. This project reflects my commitment to solving complex problems and improving workflows in competitive programming. With a passion for full-stack development, data processing, and machine learning, I am dedicated to pushing the boundaries of technology and creating innovative solutions.

Location

Bengaluru

AI stack

opencode

claudecode

ChatGPT

DSPy

Guardrails AI

Langflow

Work experience

Machine learning engineer 2 at ServiceNow, May 2025 - Present · 1 yr 4 mos, Hyderabad

Associate Software Developer (Data Science) at Carelon Global Solutions India, Aug 2023 - May 2025 · 1 yr 10 mos, Bangalore Urban

Summer Internship at Carelon Global Solutions India, May 2022 - Jul 2022 · 3 mos, Hyderabad, Telangana, India, Worked as a Software developer intern in carelon global solution and build a custom named entity recogniser with the help of NLP.

Education

Bachelor's degree, Mechanical Engineering with Information Technology Minors, National Institute of Technology Karnataka

Senior Secondary, PCM, Defence Public School - India

Public links

github: https://github.com/saransh111

codeforces: https://codeforces.com/profile/saranshbhaduka111