manupanand
@manupanand
Joined on 26 December 2021
DevOps Engineer@ BLP Industry.AI| GCP|AWS|AZURE|Terraform|Ansible|Kubernets|Docker|Helm |SRE|Prometheus|Grafana|ELK|Jenkins|Github Actions|Bash |MLOPs|Python|
GitHub Stats
36
Followers
51
Repositories
0
Organizations
0
Gists
32
Pull Requests
16
Issues
659
Commits
0
Sponsors
28
Contributed To
2
Star Earned
Most Used Languages
43.70%
JavaScript
20.72%
Python
17.05%
Rust
11.21%
Shell
3.50%
PLpgSQL
2.18%
Dockerfile
1.38%
CSS
0.19%
TypeScript
Popular Projects
devops-notes
devops notes
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chat-worker-test-nodejs
nodejs websocket -server-cloudflare worker
JavaScript
1
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learn-llm
my repo of codes with learning llm rags etc
Python
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learn-messagequeue
my repo to lean mesasge queue
Unknown
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zero-trust-oidc-hybrid-deploy
A production-grade reference implementation demonstrating how to securely deploy code from a cloud control plane (GCP) to on-premise infrastructure with **zero inbound connectivity, zero standing credentials, and zero VPN** — using OIDC, Workload Identity Federation, and pull-based Ansible automation.
TypeScript
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qwen2.5-unsloth-qlora-finetune
A personal project where I fine-tuned **Qwen-2.5-7B** using **Unsloth + QLoRA** on an **AWS g6.xlarge instance** (NVIDIA L4, 24 GB VRAM). The goal was to learn and implement memory-efficient LLM fine-tuning end-to-end on a single GPU — from environment setup to training to exporting the final model.
JavaScript
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Top Contributions
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Contributions made by the user in the last 365 days.
Recent Activity
6/6/2026, 11:36:32 AM
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