I am Shubham Singh, a software engineer with 6+ years of hands-on experience in designing, developing, testing and deploying applications, and 2+ years focused on AI/ML systems, including training and distillation of Large Language Models, building autonomous AI agents, and deploying intelligent search infrastructure. I enjoy crafting scalable ML pipelines and AI tooling, and I thrive in fast-paced environments that emphasize experimentation and rapid prototyping. I am passionate about AI tooling, vibe coding, and building AI-native developer workflows. I collaborate with cross-functional teams to design robust AI strategies, leverage cloud-native tooling on AWS, Docker, Kubernetes, and CI/CD pipelines, and deliver reliable software solutions while continually improving code quality and governance.

Shubham Singh

I am Shubham Singh, a software engineer with 6+ years of hands-on experience in designing, developing, testing and deploying applications, and 2+ years focused on AI/ML systems, including training and distillation of Large Language Models, building autonomous AI agents, and deploying intelligent search infrastructure. I enjoy crafting scalable ML pipelines and AI tooling, and I thrive in fast-paced environments that emphasize experimentation and rapid prototyping. I am passionate about AI tooling, vibe coding, and building AI-native developer workflows. I collaborate with cross-functional teams to design robust AI strategies, leverage cloud-native tooling on AWS, Docker, Kubernetes, and CI/CD pipelines, and deliver reliable software solutions while continually improving code quality and governance.

Available to hire

I am Shubham Singh, a software engineer with 6+ years of hands-on experience in designing, developing, testing and deploying applications, and 2+ years focused on AI/ML systems, including training and distillation of Large Language Models, building autonomous AI agents, and deploying intelligent search infrastructure. I enjoy crafting scalable ML pipelines and AI tooling, and I thrive in fast-paced environments that emphasize experimentation and rapid prototyping.

I am passionate about AI tooling, vibe coding, and building AI-native developer workflows. I collaborate with cross-functional teams to design robust AI strategies, leverage cloud-native tooling on AWS, Docker, Kubernetes, and CI/CD pipelines, and deliver reliable software solutions while continually improving code quality and governance.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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Work Experience

Software Engineer at Palantir
August 1, 2023 - Present
Architected and deployed domain-specific LLMs for document analysis; led distillation and fine-tuning of transformer models to optimize latency and cost while maintaining accuracy across legal and geospatial data; integrated LLM-powered ranking, semantic search, and document summarization into Solr-based infrastructure. Built autonomous AI agents for internal document workflow automation and created end-to-end ML pipelines for data cleaning, normalization, tokenization, and training set generation. Collaborated with cross-functional teams to design AI strategy and governance.
Software Developer at Ibotta
September 1, 2021 - August 1, 2022
Contributed to early-stage AI initiatives by building React-based UIs interfacing with AI-powered services, including document classifiers and summarizers. Prototyped LLM-backed tools for internal use, such as contract summarization and entity extraction dashboards. Improved API performance and scalability, containerized services, and integrated real-time data streaming with Kafka. Utilized AWS S3 for storage and EC2 for hosting.
Software Developer at HCL Tech
January 1, 2019 - August 1, 2021
Developed backend systems with Java, Python, and JavaScript; built cross-platform UIs; implemented microservices architecture and CI/CD pipelines with Jenkins. Designed and optimized databases (MySQL, PostgreSQL, MongoDB, Firebase) and implemented an API Gateway. Gained hands-on experience with Docker, Kubernetes, and cloud platforms (GCP/AWS/Azure); worked with messaging queues (RabbitMQ) and RESTful services.

Education

Master of Science in Data Analytics at San Jose State University
January 11, 2030 - January 27, 2026
Bachelor of Technology in Computer Science and Mathematics at University of New York at Buffalo
January 11, 2030 - January 27, 2026

Qualifications

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Industry Experience

Software & Internet, Professional Services