KULDEEP VED
:-| - | www.linkedin.com/in/kuldeepved | Bangalore, India
Seeking a challenging position where I can learn new skills, expand my knowledge, and leverage my learnings.
Work Experience
Senior MLOps Engineer | Dell Technologies, Remote | May 2024 – Present
Responsible for the Design, Deployment, Monitoring and Maintenance of production CI/CD pipelines for ML workflows
Collaborated with data scientists, translating requirements into production, adhering to industry best practices to ensure efficiency
Served as operations coordinator, rotating with other developers to work as point of contact for stakeholders who face challenges
Explored LLM and GenAI models and experienced prompt engineering in some demos also used NLP techniques for the same
Experience of data analysis, data pre-processing and modelling to extract valuable insights for the use of marketing team
Implement monitoring tools to track the health of models, logging the performance, errors and resource consumption
Software Engineer 2 | Dell Technologies, Bangalore | July 2022 – April 2024
Collaborated to create a data management platform with data discovery capabilities using machine learning
Worked to increase productivity of the platform and accelerate insight time to enhance data analysing for more effective results
Developed features benefitting users to understand the availability, patterns, and origin of data also relationship with other datasets
Implemented design changes to reduce platform installation time by 40% and installation without internet - darksite mode
Optimized debugging capabilities of a failed installation and saving it from getting a system crash in case of failed installation
Aided the testing team in adding and implementing functional tests for different features across different environments
Software Developer | Amdocs Development Centre India LLP, Pune | Aug 2020 - June 2022
Developed and maintained a provisioning system to automate operations for a leading communications and media company
Designed & developed code for development projects involving DB model relationship and backend coding in PLSQL package/
procedures as per business rules and architectural principles
Fabricated an internal tool to ease the operations related to code maintainability across teams along with User Interface
Collaborated with onsite client to track status & issues and provided production-level bug fixes
Built, tested, and deployed scalable modular microservices that follows the DevOps standard
Software Development Intern | Life Insurance Corporation of India, Dhar | January 2020 - April 2020
Optimized "LIC MITRA" chatbot for faster query resolution using Python libraries for backend processing
Designed a user-centric interface using Flask, JavaScript, Bootstrap, HTML, and CSS based on business requirements
Full Stack Development Intern | Robozz Lab, Indore | July 2019 - August 2019
Worked with cross-functional teams to develop a robotics website, designing the frontend and structuring the backend with PHP
Project link: http://www.robozzlab.com/
Skills
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Languages: Python (PyTorch, Pandas, Tensorflow, NLP, Scikit-learn), Golang, Java, C++, HTML, CSS, JavaScript, C, PLSQL
Other Skills: Docker, Kubernetes, MLFlow, AWS, FastAPI, Flask, Airflow, Spark, REST, Qtest, Jersey, Maven, Git
Certifications
MLOps for Generative AI - issued by Google
Generative AI Fundamental – issued by Databricks
January 2025 – Does not expire
December 2024 – December 2026
Academic Projects
Student’s Feedback Sentiment Analysis:
• Developed a portal for opinion mining to extract the polarity from text data
• Used NLP and Regular expressions for Sentiment Analysis model using Python
• Translated requirements into design systems and portal interface using Flask, HTML, CSS, JavaScript, and Bootstrap
Education
Bachelor of Technology in Information Technology | Medi-Caps University, Indore
• CGPA: 7.89/10, Completion Year: 2020
Leadership and Volunteer Activities
Leadership
and Volunteer Activities
Core Member – TEDxMediCapsUniversity
February 2019
• Liaised with Hospitality team of TEDx - independently organized TED event held at Medi-Caps University, Indore
Committee Head - Codechef Medicaps Chapter
October 2017 – December 2019
• Guided initiatives for learning and enhance d the coding culture in the university
