---
title: "Aman Konnur - AI/ML Projects — Independent Builder in Bengaluru | Tal"
description: "Meet Aman Konnur, Python & LLM Engineer | RAG Pipelines · LangChain · FastAPI | Built AI Systems Deployed on AWS based in Bengaluru. AI stack includes cursor, langchain, and langgraph."
image: "https://tal.club/meet/aman-konnur/share-image"
---

# Aman Konnur on Tal

## Headline

Python & LLM Engineer \| RAG Pipelines · LangChain · FastAPI \| Built AI Systems Deployed on AWS

## About

I build AI systems that go beyond prototypes — from RAG\-based document chatbots to autonomous job application agents, my work spans the full stack of modern AI engineering: LLM orchestration, vector search, async APIs, and cloud deployment\. Over 12 months at Spurzee Technologies \(Bengaluru\), I shipped production\-grade Python systems — including a real\-time async notification engine, algorithmic trading pipelines, and ETL workflows — in an environment where performance and reliability were non\-negotiable\. What I've built: 🔹 RAG\-Based Document Q&A Chatbot — LangChain \+ FAISS \+ OpenAI \+ FastAPI, deployed on AWS EC2 🔹 Autonomous Job Application Bot — LangChain \+ Playwright \+ PostgreSQL \(end\-to\-end agentic workflow\) 🔹 AI\-Powered Resume Analysis Engine — spaCy \+ FAISS \+ Docker \+ AWS EC2 🔹 Trading Algorithm \+ Async Notification Engine at Spurzee Technologies Tech stack: Python · LangChain · FastAPI · PostgreSQL · FAISS · Docker · AWS · spaCy · Playwright · AsyncIO I'm actively targeting AI Engineer, LLM Engineer, and Python Developer \(AI\) roles — ideally at product companies or AI\-first startups where I can work on intelligent systems end\-to\-end\. 📫 amankonnur07@gmail\.com · github\.com/amankonnur

## Location

Bengaluru

## AI stack

cursor

langchain

langgraph

openai

## Work experience

AI/ML Projects — Independent Builder at self directed, Jan 2024 \- Present · 2 yrs 6 mos, Bengaluru, Karnataka, India, 🔹AI\-Powered Religious RAG Chatbot — Built using FastAPI, LangChain, Pinecone Vector DB, Ollama LLMs, semantic search, and Retrieval\-Augmented Generation \(RAG\) for authentic Religious Texts\. 🔹 RAG\-Based Document Q&A Chatbot — Integrated LangChain, FAISS vector store, OpenAI API, and FastAPI backend; deployed on AWS EC2 for live demo access\. 🔹 Autonomous Job Application Bot — Built using LangChain agents, Playwright for browser automation, and PostgreSQL for application state management\. 🔹 AI\-Powered Resume Analysis Engine — Built using spaCy NLP, FAISS similarity search, Dockerized deployment, and AWS EC2 hosting\.

Software Engineer at Spurzee Technologies, Aug 2024 \- Sep 2025 · 1 yr 2 mos, Bengaluru, 🔹Engineered a real\-time async notification engine in Python \(AsyncIO \+ PostgreSQL\), handling concurrent event delivery with sub\-100ms latency across multiple user channels\. 🔹Built and deployed algorithmic trading pipelines that automated signal generation and order execution logic, reducing manual intervention time significantly\. 🔹Designed and maintained ETL pipelines for structured financial data ingestion, transformation, and loading ensuring data integrity for downstream analytics\. 🔹Operated in a fast\-moving startup environment with direct ownership of features from design through deployment\.

## Education

Bachelor of Engineering \- B\.E\., Artificial Intelligence and Machine Learning, Alva's Institute of Engineering and Technology

Pre\-University College, Ics Mahesh pu College

[View the original profile](https://tal.club/meet/aman-konnur)

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