Software Engineer – AI/ML, LLMs & Agentic Systems

About

Calpion is an 18-year-old Dallas-headquartered technology firm that offers customers artificial intelligence solutions by building custom deep learning and machine learning algorithms, custom enterprise application development and maintenance, RPA solutions, cloud services, Salesforce consulting, customized invoice management software solutions, and other technology services. We also offer automated bot-driven medical billing services. Our healthcare offering includes a Salesforce platform-based practice management and billing software with automated patient e-statements and a payment portal.

Along with being SOC-certified and HIPPA-compliant, we have:

• Certified experts in deep learning & machine learning to provide intelligent solutions for your business.
• Helped Fortune 500 companies build custom enterprise-level applications.
• Provide remote & accurate AutoCAD Drawing, Drafting, 2D &3D modeling, and design services.
• Strategic partnerships with Microsoft, Amazon, SAP, HP, Worksoft, Microfocus, Tricentis, etc.
• Partnered with UiPath to provide RPA solutions.
• We are headquartered in Dallas with multiple global Centers of Excellence around the industry.
  ‍

Focus: Healthcare, Logistics, Supply chain, Biotechnology, Hospitality, Manufacturing, and Airlines.
‍

Life at Calpion Inc.

Calpion offers a unique work environment that is both thrilling and enriching, fostering personal and professional growth. Our company is a hub of innovation, collaboration, and continuous learning, where we encourage our employees to adopt a positive mindset and strive for excellence.

At Calpion, you'll be part of a vibrant team that thrives on creativity and problem-solving. You'll have the chance to work on cutting-edge projects, harnessing the latest technologies and methodologies to deliver intelligent solutions that make a real difference for our clients.

Calpion prioritizes the well-being of its employees and fosters a supportive and inclusive culture that promotes work-life balance. If you are enthusiastic about joining a vibrant organization that values your input, Calpion is the ideal place to pursue your career goals.
‍

Job Title: Software Engineer – AI/ML, LLMs & Agentic Systems

Company: Calpion Software India Pvt. Ltd

Location: Bengaluru, India
‍

Job Summary

We are seeking a highly skilled AI/ML Software Engineer with hands-on experience in designing and deploying end-to-end LLM-powered systems, RAG pipelines, and agentic AI architectures. The ideal candidate combines strong Python development skills with advanced understanding of Large Language Models, LangChain, vector databases, prompt optimization, and multi-agent orchestration frameworks.
‍

Key Responsibilities

• Design, develop, and deploy RAG (Retrieval-Augmented Generation) systems integrating vector databases, embedding models, and custom retrievers.
• Architect and fine-tune custom LLMs (via parameter-efficient tuning, LoRA, or domain-specific training).
• Create and manage agentic AI workflows—multi-step reasoning systems powered by tools such as LangChain, CrewAI, or OpenDevin.
• Implement prompt engineering and prompt-chaining techniques to optimize LLM behavior and reliability.
• Build and maintain scalable LangChain-based applications that interact with databases, APIs, and business systems.
• Collaborate with data scientists to design and deploy ML/AI pipelines leveraging AWS, Azure, or GCP cloud infrastructure.
• Develop, test, and optimize APIs that integrate AI reasoning and autonomous decision-making capabilities.
• Monitor and improve model performance, latency, and token efficiency using observability tools like LangFuse, Phoenix, or OpenDevin dashboards.
• Document architectural decisions, experiment metrics, and system flows for technical transparency.
  ‍

Required Skills and Experience

• 4+ years in Python software development, with strong understanding of asynchronous programming and API design.
• Solid experience deploying LLM applications using frameworks like LangChain, LlamaIndex, or Haystack.
• Proficiency working with vector databases (FAISS, Pinecone, Weaviate, Milvus, Qdrant) and embedding models (OpenAI, sentence-transformers, Cohere, HuggingFace).
• Experience designing autonomous agent systems, connecting LLMs with Python functions, tools, or APIs.
• Strong command of prompt engineering, including contextual grounding, role prompting, and few-shot examples.
• Familiarity with RAG pipeline architecture (retriever, ranker, generator layering).
• Understanding of custom model fine-tuning techniques (RLHF, LoRA, QLoRA, PEFT).
• Experience with cloud-based model deployment (AWS Sagemaker, Azure ML, Vertex AI).
• Working knowledge of AI observability, evaluation frameworks (LangFuse, Traceloop, Phoenix).
  ‍

Preferred Qualifications

• Experience building autonomous agents using frameworks like LangGraph, CrewAI, OpenDevin, or AutoGPT.
• Experience deploying multi-agent collaboration systems or tool-using AI.
• Background in knowledge graph integration, context window optimization, and embedding search tuning.
• Contribution to open-source AI/LLM projects.
• Strong understanding of data governance, AI ethics, and model interpretability.
  ‍

Technical Environment

Languages: Python

Frameworks: LangChain, LlamaIndex, Django, FastAPI

Databases: PostgreSQL, MySQL, and vector DBs (Pinecone, FAISS, Qdrant, Weaviate)

Cloud: AWS (S3, Lambda, RDS, SageMaker), Azure, or GCP

AI Stack: OpenAI, Anthropic Claude, Meta Llama, Mistral, HuggingFace Hub

Architecture: RAG, multi-agent orchestration, microservices, serverless
‍

What We Offer

• Opportunity to build next-generation agentic AI systems used in real-world enterprise settings.
• Collaborative environment focused on innovation in RAG, LLMs, and autonomous agents.
• Flexible work arrangements and continuous learning culture.
• Access to cutting-edge compute environments and AI tools.
  ‍

Our Culture & Values

At Calpion, we're not just a company—we're a dynamic culture fueled by six core values: Agile, Collaborative, Innovative, Fun, Inclusive, and Passionate. These values drive our every move:

• Agile: We thrive on change, adapting swiftly to new challenges.
• Collaborative: Together, we achieve greatness through teamwork and diverse perspectives.
• Innovative: We push boundaries, constantly exploring new ideas and solutions.
• Fun: Laughter and camaraderie make our workplace a joyous one.
• Inclusive: Diversity is our strength, ensuring every voice is heard and valued.
• Passionate: We approach every task with dedication and enthusiasm.
  ‍

Join us at Calpion and be part of a culture that's not just about work—innovation, growth, and making an impact.