shipped a Go Python RAG infra from scratch, was shortlisted for Summer of Bitcoin from 60k applicants, published two packages on PyPI.
stack: Go, Python, FastAPI, gRPC, ChromaDB, PyTorch, RAG pipelines.
looking for remote contract work or internship opportunities worldwide.
github.com/ManasRanjanJena25…#buildinpublic#hiring#golang#RAG
things i've implemented in Go that i thought would be harder: token bucket rate limiting per namespace, graceful shutdown with context propagation, in-process LRU semantic cache.
things that were actually harder than expected: getting gRPC streaming right across a Python intelligence layer.
#golang#backend#buildinpublic#python#tech
if you're building an AI product and your retrieval is slow, inconsistent, or just returning garbage, that's an infrastructure problem not a model problem.
i fix this. fiverr.com/s/ZmbwD5m#freelance#RAG#AI#coding#fiverr
Go devs and ML engineers who landed their first remote role: what actually got you the interview? not what the job posting said, what actually worked.
#golang#buildinpublic
open for freelance work. RAG pipelines, Go or Python backends, AI integrations. built production systems, not just tutorials. 90 USD to start.
fiverr.com/s/ZmbwD5m#freelance#RAG#golang
developers who actually maintain a consistent workout routine: how do you structure it around deep work sessions? mornings, evenings, between focus blocks?
#fitness#workingout#softwaredev#worklifebalance
changing my workout structure next week. 3 days full body, 3 days cardio. sitting at a desk all day building things is great for the portfolio, not great for the body.
#buildinpublic#fitness#devLife
back on leetcode after a long time. arrays and strings first. the jump from "building distributed systems" to "reverse this linked list" is a specific kind of humbling.
#leetcode#buildinpublic
shipped a Go Python RAG infra from scratch, was shortlisted for Summer of Bitcoin from 60k applicants, published two packages on PyPI.
stack: Go, Python, FastAPI, gRPC, ChromaDB, PyTorch, RAG pipelines.
looking for remote contract work or internship opportunities worldwide.
github.com/ManasRanjanJena25…#buildinpublic#hiring#golang#RAG
started "Learning Go" by Jon Bodner today. coming from building a production Go project, reading a proper book on it feels like finally reading the manual after assembling the furniture.
#golang#buildinpublic
the tech industry has a weird obsession with leetcode hard when most real engineering work is just clean architecture, good error handling and knowing when not to over-engineer. both matter but the balance is off.
#softwaredevelopment#coding
starting DSA practice today. not going for FAANG level grinding, just solid enough fundamentals to not embarrass myself in a technical interview. coming from someone who's been building production systems, this feels backwards but here we are.
#buildinpublic#CodingJourney
people who got into good engineering roles without grinding leetcode to competitive programming level: what did your prep actually look like?
#buildinpublic#coding
just shipped a production RAG system with Go, gRPC, ChromaDB and adaptive retrieval from scratch. open for freelance work if you need something similar built properly.
fiverr.com/s/ZmbwD5m#freelance#RAG#AI