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Building a pair programming platform to help bootcamp grads and self learners
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Building a pair programming platform to help bootcamp grads and self learners

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EmmS21/README.md

Emmanuel Sibanda

Software Engineer focused on building production systems that automate workflows and reduce infrastructure costs.

What I Do

  • Backend (Python -> FastAPI/Django/Flask, JavaSript -> NodeJS, LangChain, multi-agent AI workflows)
  • Design data pipelines and data migration (AWS Step Functions, ETL, RDS, Snowflake, PostgreSQL)
  • Optimize infrastructure (reduced cloud spend by 6 figures @ Blackstone, automated deployments using terraform)

Selected Work

Blackstone – AI Systems & Infrastructure

  • Built multi-agent AI APIs on unstructured data, enabling automated reporting, note-taking, and queryable insights for internal consultants
  • Designed data migration pipeline from Snowflake → RDS using AWS Lambda + Step Functions with cursor-based pagination and dependency-aware ordering
  • Reduced infrastructure costs by decommissioning warehouse systems and optimizing compute usage
  • Optimized PostgreSQL queries (connection pooling, indexing), eliminating 504 timeouts and reducing storage costs by 30%
  • Built Terraform-managed disaster recovery system using cross-region AWS Backup replication (RTO/RPO defined, no always-on standby cost)
  • Standardized CI/CD pipelines across teams using GitLab runners + Terraform provisioning

Selected Projects

FundaAI (AI Education Platform)

Offline-first AI system using local LLMs, vector embeddings, and distributed content pipelines
→ Built full system: auth, content distribution, AI tutors, embeddings pipeline TechStack : Linux, Shell Scripting, Python, Go, React, Pyside6, Electron, SQL

AI Agent Pipeline (AdAlchemyAI)

LangChain-based multi-agent system orchestrated with AWS (Lambda, Step Functions, SQS)
→ Automated marketing workflows for real businesses

Contact

emmanuel@emmanuelsibanda.com

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