Home
Naucie Banner
Nilay Mallik - Agentic AI Builder

Nilay Mallik

agentic ai builder

AI that agents: I design and build e2e AI systems to reduce cost and improve quality

yap more

I design and develop multi agent workflows, RAG pipelines, LLM powered applications, and production style AI products that are reliable, scalable, and impactful.

My work spans from intelligent agent design and tool augmented reasoning to vector search, knowledge retrieval, and e2e AI product development.

I’m passionate about turning ideas into production ready systems that create meaningful impact. Currently seeking agentic AI builder / AI engineer / any similar opportunities where I can learn, build, and contribute.

GitHubEmailLinkedInMedium
DM on X for fast reply

Tech Stack

the tech arsenal behind my builds!

AI Agents
LangGraph
Model Context Protocol (MCP)
LangChain
RAG
DeepEval
Ragas
LangSmith
Tool Calling
Python
FastAPI
TSTypeScript
Next.js
React
PostgreSQL
Redis
Pinecone
ChromaDB
Supabase
Docker
AWSAWS
Git

projects

All repositories
SkillGuard landing page

SkillGuard

Security scanner for agent skills

Reads an agent skill's markdown, parses its Python, and checks the JSON and YAML, then hands back a verdict with the line number that caused it. 38 rules across 10 categories and 12 analyzers, read only, no skill code executed.

PythonSecurityAI AgentsCLI
LiveCode
Nyvero landing page

Nyvero

Minimal coding agent harness

An open-source coding agent harness in pure Python with no framework. Small, readable code you can fork and use as the base for your own agent, with file tools, an execution REPL, and a bounded agent loop.

PythonAI AgentsTool CallingCLI
LiveCode
Harnyx project page on PyPIMade by AI

Harnyx

Agent-agnostic Python library for self-improving agents

Learns to improve executable AI-agent harnesses from failure trajectories. It proposes a sandboxed runtime patch, reruns the same tasks, and keeps it only when measured task success improves.

PythonAI AgentsHarness-R1LLM
LiveCode
KinetiBlog interface

KinetiBlog

Technical writing agent

A LangGraph system that researches, plans, and drafts article sections in parallel, then assembles polished technical writing with visuals.

PythonFastAPILangGraphPostgreSQL
LiveCode
What Changed Around Me interface

What Changed Around Me

Spatial intelligence platform

An evidence-based neighborhood time machine tracking physical commercial openings, renovations, unlisted places, and 10-year US Census shifts across any ZIP code.

Next.jsTypeScriptReactMapLibreSupabase
LiveCode
MLGPT interface

MLGPT

Hybrid RAG chatbot

Course-handbook Q&A combining Pinecone vector search with BM25, reciprocal-rank fusion, CrossEncoder reranking, and Redis conversation memory.

PythonFastAPIPineconeRedis
Code
RoamAI interface

RoamAI

Multi-agent travel planner

Specialized agents coordinate itinerary research, stays, recommendations, and budgets to build complete trip plans through one conversational interface.

PythonFastAPILangGraphDocker
LiveCode

activity

@nilaymallikk

Loading public GitHub events…

LessMore

blogs

10k+ views · 3k+ readsMedium