Tashif Manna

GenAI & Software Engineer with hands-on experience designing, prototyping, and deploying intelligent single and multiagentic AI applications. Proficient in full-stack Python development, LangChain, LangGraph, CrewAI, AutoGen, and RAG architectures for task decomposition, reasoning, and context retrieval. Experienced in integrating LLM workflows with backend REST APIs, cloud services (AWS/GCP/Azure), vector databases, and containerized Docker environments.

Strong track record at Amazon leading operational ML quality workflows, cross-functional stakeholder alignment, and technical mentoring.

Interim Subject Matter Expert (SME) - Amazon Development Center India - Bangalore, IN

(2026-07)

Serve as technical and process SME for production machine learning operations, providing strategic guidance and resolving complex query escalations across multi-functional workflows.

• Conduct rigorous quality checks and audit standards to ensure production deliverables meet strict SLAs and high precision guidelines.
• Analyze daily operational metrics, generating Performance Reports (PR) and presenting actionable data-driven insights to leadership and stakeholders.
• Onboard, mentor, and train engineering associates on standard operating protocols (SOPs), software tools, and best practices to accelerate operational ramp-up.

Machine Learning Data Operations Associate - Amazon Development Center India - Bangalore, IN

(2024-07 - 2026-07)

Supported production-scale ML workflows by engineering, processing, and validating complex structured and unstructured datasets under strict operational timelines.

• Partnered with cross-functional software engineering and QA teams to perform exploratory data analysis, systematic debugging, and unit testing to optimize model reliability.
• Designed standardized technical documentation and reporting tools that identified bottleneck patterns, driving workflow continuous improvement.

Bachelor of Engineering - Computer Science - Mysore College of Engineering and Management (2020 - 2024)