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ayan2809/README.md

Hello There, I'm Ayan 👋

ayan2809 followers

ayan-sadhukhan ayannn01 10097593 ayan2809 ayanman_19 ayan2809 ayan_sadhukhan21 jdx2809 eZZoP

Software Engineer II @ JPMorgan Chase & Co.

Agentic AI, RAG & Computer Vision Systems · Python, Java, AWS · Bangalore, India

  • 🔭 Currently building agentic operating memory (session, conversation and context APIs) and an AI-agent evals service that scores conversations turn by turn with LLM-as-a-judge
  • 🔎 Previously shipped a RAG content search service, semantic FAQ search, a zero-downtime Terraform → CloudFormation infra migration, and onboarded Galileo AI guardrails onto Amazon EKS
  • 👁️ Built Drishti for JPMorgan Chase Force for Good: a circuit grader (YOLO12m-seg + DeepLabV3+ + Gemma 4) for Lend A Hand India, an NGO in 15,000+ schools
  • 🏆 Hack36 & Hackatra winner, Innerve 6.0 runner-up with QuesGen · Amazon ML Summer School 2022 mentee
  • 🧑‍🏫 I mentor new joiners and hackathon teams
  • 🌱 Backend engineer and competitive programmer at heart
  • 💬 Ask me about RAG, AI agents, LLM evals, C++ or Linux distros
  • 📫 How to reach me: Let's Connect here!
  • ⚡ Fun fact: INTJ-A vibes

💼 Experience

Role Company Dates
Software Engineer II JPMorgan Chase & Co. Feb 2026 – Present
Software Engineer JPMorgan Chase & Co. Jun 2023 – Jan 2026
Software Engineer Intern JPMorgan Chase & Co. Feb 2023 – May 2023

🎓 B.E. Computer Science, VIT Chennai (2019 – 2023)

🛠️ Tech Stack
Languages Python, Java, JavaScript, C++, HTML, CSS
SQL
Backend & APIs FastAPI, Spring Boot, Flask, React
gRPC Protocol Buffers REST APIs
Data & Storage Redis, Cassandra
OpenSearch FAISS NumPy Pandas ETL Pipelines
Cloud & DevOps AWS, Kubernetes, Docker, Terraform, Jenkins
Amazon EKS Amazon ECS AWS Lambda Amazon S3 Route 53 CloudFormation Spinnaker Envoy
AI / ML PyTorch
RAG AI Agents Context Engineering LLM Evals Vector Search Computer Vision YOLO DeepLabV3+ NLP, NLTK
Observability & Tools Git, Linux, Figma
Datadog Splunk Dynatrace Gremlin Claude Code GitHub Copilot

🏅 Certifications

AWS Certified Machine Learning – Specialty AWS Certified Solutions Architect – Associate AWS Certified Developer – Associate Claude Certified Associate – Foundations

⚡ GitHub Stats

GitHub Stats Top Languages

GitHub Streak

WakaTime Stats

Repos per Language Productive Time

Profile Details

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  1. XAN-MiniOS XAN-MiniOS Public

    My own 64 bit x86 architecture kernel from scratch along with a mini OS on top of it developed in a Dockerised environment

    C 3

  2. Competitive-Coding Competitive-Coding Public

    Repository for all my CP codes

    C++ 2

  3. Instagram-API-Clone Instagram-API-Clone Public

    It is a clone of the CRUD operations on Instagram which can create, get, create posts and get the post along with pagination

    Go 4

  4. De-Dupe De-Dupe Public

    A de duplication software for No SQL databases tested on a million dataset pivoted around concepts of database sharding and multithreading

    CSS 2

  5. GenZ-Ed GenZ-Ed Public

    A next generation educational website to bridge the gap between teacher and students. Our portal gives the facility of smart summarizer along with an interactive chatbot to resolve any queries of t…

    CSS 3

  6. EduHelper EduHelper Public

    During the ongoing COVID-19 pandemic worldwide, the education sector had taken a toll on both teachers and student life. The students are unsure about the knowledge they are gaining during the onli…

    JavaScript 1 1