I'm a highly experienced software engineer and AI product builder with six years of hands-on experience designing and shipping production LLM applications, agentic systems, GraphRAG, memory architectures, and context-aware AI companions. I've built trust-based, emotionally intelligent AI for consumer products and regulated pharmaceutical environments, with deep expertise in Python, LangChain, GraphQL, Neo4j, PostgreSQL, FastAPI, knowledge graphs, MoE agents, and human-in-the-loop workflows. I'm passionate about creating AI that forms genuine, persistent relationships with users and accelerates scientific outcomes. In my work, I design and ship scalable LLM workflows, memory architectures, and agent ecosystems that balance innovation with compliance and safety. I thrive on turning complex data and real-world constraints into useful, ethical AI that users can trust and rely on over months and years.

Santosh Dawanse

I'm a highly experienced software engineer and AI product builder with six years of hands-on experience designing and shipping production LLM applications, agentic systems, GraphRAG, memory architectures, and context-aware AI companions. I've built trust-based, emotionally intelligent AI for consumer products and regulated pharmaceutical environments, with deep expertise in Python, LangChain, GraphQL, Neo4j, PostgreSQL, FastAPI, knowledge graphs, MoE agents, and human-in-the-loop workflows. I'm passionate about creating AI that forms genuine, persistent relationships with users and accelerates scientific outcomes. In my work, I design and ship scalable LLM workflows, memory architectures, and agent ecosystems that balance innovation with compliance and safety. I thrive on turning complex data and real-world constraints into useful, ethical AI that users can trust and rely on over months and years.

Available to hire

I’m a highly experienced software engineer and AI product builder with six years of hands-on experience designing and shipping production LLM applications, agentic systems, GraphRAG, memory architectures, and context-aware AI companions. I’ve built trust-based, emotionally intelligent AI for consumer products and regulated pharmaceutical environments, with deep expertise in Python, LangChain, GraphQL, Neo4j, PostgreSQL, FastAPI, knowledge graphs, MoE agents, and human-in-the-loop workflows. I’m passionate about creating AI that forms genuine, persistent relationships with users and accelerates scientific outcomes.

In my work, I design and ship scalable LLM workflows, memory architectures, and agent ecosystems that balance innovation with compliance and safety. I thrive on turning complex data and real-world constraints into useful, ethical AI that users can trust and rely on over months and years.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
See more

Language

Nepali
Fluent
English
Fluent
Hindi
Fluent

Work Experience

AI Product Builder at Sprout AI Studio
September 1, 2025 - Present
Designed and owned the full context-engineering and memory architecture for an AI-driven SMS product, building a persistent memory layer that captures long-term user history, personality, intents, and emotional context; established agent-memory connections to maintain continuity and personality consistency across months.
Senior Software Engineer at Pharma Tech WhiteHat Engineering
May 1, 2023 - August 1, 2025
Designed and shipped an enterprise GraphRAG chatbot that queries scientific documents, knowledge graphs, and relational data while executing regulated workflow actions with full audit-ability. Built production-grade agent memory pipeline using LangChain with human-in-the-loop validation; orchestrated a Mixture-of-Experts (MoE) agent ensemble to generate compliant regulatory documents, reducing manual effort while maintaining compliance. Built scalable LLM workflows with versioned prompts, guardrails, and traceability.
Senior Software Engineer at Fintech Rara Labs
June 1, 2022 - April 30, 2023
Led backend development using Go and GraphQL for a high-throughput fintech platform; designed complex MySQL queries and reporting systems to support financial reconciliation and regulatory compliance; owned core banking system modernization.
Senior Software Engineer at TrueNary Solutions
November 1, 2021 - June 30, 2022
Provisioned and tested AWS infrastructure using Cloud Development Kit (CDK) for Infrastructure as Code; deployed and configured custom GitLab runners on AWS Fargate to enable containerized, auto-scaling CI/CD pipelines; built over-the-air OTA firmware update systems and comprehensive DevOps pipelines using GitLab CI.
Software Engineer at Growth Workers Technology
January 1, 2016 - December 31, 2021
Developed web applications and deployed on Elastic Beanstalk; contributed to backend and frontend features, improving scalability and user experience.

Education

Bachelor of Engineering in Computer Engineering at Tribhuvan University, Nepal
January 1, 2011 - December 31, 2015

Qualifications

Building Ambient Agents with LangGraph & LangChain
January 11, 2030 - December 29, 2025
Building LLM-Powered Applications
January 11, 2030 - December 29, 2025
Weights & Biases
January 11, 2030 - December 29, 2025
Knowledge Graphs For RAG
January 11, 2030 - December 29, 2025
JavaScript Algorithms and Data Structures – freeCodeCamp
January 11, 2030 - December 29, 2025
Responsive Web Design – freeCodeCamp
January 11, 2030 - December 29, 2025

Industry Experience

Software & Internet, Financial Services, Professional Services, Other

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
See more

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