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Achievement: YOLOAchievement: Pull Shark

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Ashwin-5100/README.md

Hey <πšŒπš˜πšπšŽπš›πšœ/>! πŸ‘‹

Typing SVG Typing SVG

Let's connect! Find me on the web.

⚑ About Me

  • πŸ‘‹ Hi, I'm Ashwin Lavate, a Member of Technical Staff at Fi Money (epiFi)
  • 🧠 I build agentic AI systems: multi-agent orchestration with MCP, RAG pipelines, agent memory and LLM eval frameworks
  • βš™οΈ Backend engineer at heart, working with Go, Python, gRPC, PostgreSQL, Redis, AWS (EKS) and Kubernetes
  • πŸ›’ Previously at Consultadd (Walmart), where I built a multi-agent MCP system for retail workflows, cut EMR job latency from 20+ hours to 2 hours and reduced infra cost by 40% with an EKS migration
  • πŸ† ICPC Amritapuri Regionals 2024 (Rank 155) Β· Codeforces Specialist Β· CodeChef 4β˜…
  • πŸŽ“ B.E. Computer Science, PCCOER Pune (CGPA 9.03)
  • πŸ“« Reach me at ashwinlavate20@gmail.com. Always happy to talk backend, AI agents or CP!

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⚑ Experience πŸ’Ό

Fi Money (epiFi)
Member of Technical Staff		 Aug 2026 – Present Session intelligence and agent memory for self-correcting AI agent workflows
Consultadd (Walmart)
Software Engineer		 Jul 2025 – Aug 2026 Multi-agent MCP system, LLM eval framework, EMR to EKS migration
Altair
SDE Intern		 Jul 2024 – Feb 2025 HyperWorks plugins in Python, Jenkins CI/CD, 33% faster report generation

⚑ Featured Projects πŸš€

APAI
Social-media sentiment and insight pipeline
Python Β· BART Β· KeyBERT Β· Llama-3 Β· Groq		 Bytesmith
Privacy-first in-browser developer toolbox with 17 utilities
TypeScript Β· React Β· Vite

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⚑ Achievements πŸ†

πŸ₯‡ ICPC 2024
Amritapuri Regionals
Rank 155		 πŸ“ˆ Codeforces
Specialist
Max 1532		 ⭐ CodeChef
4β˜…
Max 1826		 ☁️ Azure AZ-104
Administrator
Associate

⚑ My CP Handles 🎯

⚑ Tools and Technologies ⛷️

go python cplusplus sql typescript
grpc protobuf postgresql redis mongodb
aws azure kubernetes docker jenkins prometheus opentelemetry
langchain mcp rag react git

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⚑ GitHub Stats πŸ“Š

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