u/Holiday-Network-2611

Built and shipped (live in production):
→ RAG scheduling system at intern — 90%+
accuracy, solo intern build
→ LLM agent executing natural language ops commands —
multimodal-compatible
→ Agentic CI/CD via Cursor + GitLab MCP — zero manual
intervention

Stack: Python, FastAPI, LangChain, ChromaDB, AWS

github.com/mukktinaadh | rmnportfolio.vercel.app

Open to AI Engineer, ML Engineer, Backend, Agentic roles.
DM me.

Hey everyone,

Final year CS student (graduating May 2026) actively looking for
full-time AI/ML or SDE roles in Bangalore, Hyderabad, or fully
remote. Minimum take-home expectation: ₹1L/month.

What I've actually built (not side projects — production systems):

→ AI scheduling system at MyOnsiteHealthcare — live in production.
RAG pipeline (LangChain + vector search) over patient and staff
data auto-assigns field healthcare workers with 90%+ accuracy.
Built the entire thing solo as an intern.

→ LLM agent on top of the scheduling system — executes natural
language commands like override assignments, reschedule visits,
update patient data. Multimodal-compatible.

→ Agentic CI/CD system — Cursor AI + GitLab MCP. Give it a
script and a pipeline template, it adapts the pipeline to your
project, pushes, triggers runs, detects failures, rolls back and
retries. Zero manual intervention.

→ Multi-agent research paper evaluator — map-reduce approach for
token limits, LLM-based scoring pipeline.

Stack: Python, FastAPI, LangChain, ChromaDB, PostgreSQL, Redis,
AWS, Docker, Kubernetes

I'm not a typical fresher with tutorial projects. I design and
ship systems that run in production. If your team is building
something in AI and needs someone who can own it end to end —
DM me or drop a comment.

Open to: AI Engineer, ML Engineer, Backend Engineer, AI
Automation Engineer, Agentic Systems roles.

Hey everyone,

Final year CS student (graduating May 2026) actively looking for
full-time AI/ML or SDE roles in Bangalore, Hyderabad, or fully
remote. Minimum take-home expectation: ₹1L/month.

What I've actually built (not side projects — production systems):

→ AI scheduling system at MyOnsiteHealthcare — live in production.
RAG pipeline (LangChain + vector search) over patient and staff
data auto-assigns field healthcare workers with 90%+ accuracy.
Built the entire thing solo as an intern.

→ LLM agent on top of the scheduling system — executes natural
language commands like override assignments, reschedule visits,
update patient data. Multimodal-compatible.

→ Agentic CI/CD system — Cursor AI + GitLab MCP. Give it a
script and a pipeline template, it adapts the pipeline to your
project, pushes, triggers runs, detects failures, rolls back and
retries. Zero manual intervention.

→ Multi-agent research paper evaluator — map-reduce approach for
token limits, LLM-based scoring pipeline.

Stack: Python, FastAPI, LangChain, ChromaDB, PostgreSQL, Redis,
AWS, Docker, Kubernetes

I'm not a typical fresher with tutorial projects. I design and
ship systems that run in production. If your team is building
something in AI and needs someone who can own it end to end —
DM me or drop a comment.

Open to: AI Engineer, ML Engineer, Backend Engineer, AI
Automation Engineer, Agentic Systems roles.

Hey everyone,

Final year CS student (graduating May 2026) actively looking for
full-time AI/ML or SDE roles in Bangalore, Hyderabad, or fully
remote. Minimum take-home expectation: ₹1L/month.

What I've actually built (not side projects — production systems):

→ AI scheduling system at MyOnsiteHealthcare — live in production.
RAG pipeline (LangChain + vector search) over patient and staff
data auto-assigns field healthcare workers with 90%+ accuracy.
Built the entire thing solo as an intern.

→ LLM agent on top of the scheduling system — executes natural
language commands like override assignments, reschedule visits,
update patient data. Multimodal-compatible.

→ Agentic CI/CD system — Cursor AI + GitLab MCP. Give it a
script and a pipeline template, it adapts the pipeline to your
project, pushes, triggers runs, detects failures, rolls back and
retries. Zero manual intervention.

→ Multi-agent research paper evaluator — map-reduce approach for
token limits, LLM-based scoring pipeline.

Stack: Python, FastAPI, LangChain, ChromaDB, PostgreSQL, Redis,
AWS, Docker, Kubernetes

I'm not a typical fresher with tutorial projects. I design and
ship systems that run in production. If your team is building
something in AI and needs someone who can own it end to end —
DM me or drop a comment.

Open to: AI Engineer, ML Engineer, Backend Engineer, AI
Automation Engineer, Agentic Systems roles.

Hey everyone,

Fresher (graduated May 2026) actively looking for
full-time AI/ML or SDE roles in Bangalore, Hyderabad, or fully
remote. Minimum take-home expectation: ₹1L/month.

What I've actually built (not side projects — production systems):

→ AI scheduling system at MyOnsiteHealthcare — live in production.
RAG pipeline (LangChain + vector search) over patient and staff
data auto-assigns field healthcare workers with 90%+ accuracy.
Built the entire thing solo as an intern.

→ LLM agent on top of the scheduling system — executes natural
language commands like override assignments, reschedule visits,
update patient data. Multimodal-compatible.

→ Agentic CI/CD system — Cursor AI + GitLab MCP. Give it a
script and a pipeline template, it adapts the pipeline to your
project, pushes, triggers runs, detects failures, rolls back and
retries. Zero manual intervention.

→ Multi-agent research paper evaluator — map-reduce approach for
token limits, LLM-based scoring pipeline.

Stack: Python, FastAPI, LangChain, ChromaDB, PostgreSQL, Redis,
AWS, Docker, Kubernetes

GitHub: github.com/mukktinaadh
Portfolio: rmnportfolio.vercel.app

I'm not a typical fresher with tutorial projects. I design and
ship systems that run in production. If your team is building
something in AI and needs someone who can own it end to end —
DM me or drop a comment.

Open to: AI Engineer, ML Engineer, Backend Engineer, AI
Automation Engineer, Agentic Systems roles.

Hey everyone,

Fresher CS student (graduated May 2026) actively looking for
full-time AI/ML or SDE roles in Bangalore, Hyderabad, or fully
remote.
What I've actually built (not side projects — production systems):

→ AI scheduling system — live in production.
RAG pipeline (LangChain + vector search) over patient and staff
data auto-assigns field healthcare workers with 90%+ accuracy.
Built the entire thing solo as an intern.

→ LLM agent on top of the scheduling system — executes natural
language commands like override assignments, reschedule visits,
update patient data. Multimodal-compatible.

→ Agentic CI/CD system — Cursor AI + GitLab MCP. Give it a
script and a pipeline template, it adapts the pipeline to your
project, pushes, triggers runs, detects failures, rolls back and
retries. Zero manual intervention.

→ Multi-agent research paper evaluator — map-reduce approach for
token limits, LLM-based scoring pipeline.

Stack: Python, FastAPI, LangChain, ChromaDB, PostgreSQL, Redis,
AWS, Docker, Kubernetes

GitHub: github.com/mukktinaadh
Portfolio: rmnportfolio.vercel.app

I'm not a typical fresher with tutorial projects. I design and
ship systems that run in production. If your team is building
something in AI and needs someone who can own it end to end —
DM me or drop a comment.

Open to: AI Engineer, ML Engineer, Backend Engineer, AI
Automation Engineer, Agentic Systems roles.