---
title: "Meet Guna - Junior AI Engineer in Bengaluru | Tal"
description: "Meet Meet Guna, AI Engineer | Generative AI | LLMs | RAG | ML | Python | PyTorch | FastAPI | AWS • Open to Bengaluru Opportunities based in Bengaluru. AI stack includes claude code, claude, and codex. Explore public work links including github."
image: "https://tal.club/meet/guna-1/share-image"
---

# Meet Guna on Tal

## Headline

AI Engineer \| Generative AI \| LLMs \| RAG \| ML \| Python \| PyTorch \| FastAPI \| AWS • Open to Bengaluru Opportunities

## About

I’m an AI Engineer focused on building practical, production\-ready AI systems, with hands\-on experience across Generative AI, LLM applications, Retrieval\-Augmented Generation \(RAG\), Machine Learning, NLP, and Computer Vision\. I enjoy taking AI ideas from experimentation to real\-world applications — from designing the model and retrieval pipeline to building APIs, deploying solutions, and measuring their impact\. In my professional experience, I have: • Built and deployed an LLM\-powered RAG chatbot that reduced internal support queries by 95%\. • Developed a computer vision system that automated order\-processing workflows and reduced manual processing time by 60%\. • Built machine learning and NLP solutions using Python, PyTorch, Scikit\-learn, Pandas, and NumPy\. • Developed and deployed FastAPI REST APIs on AWS EC2 for AI and automation applications\. • Worked with Hugging Face, Transformers, prompt engineering, NLP, and computer vision to solve practical business problems\. Before moving into AI engineering, I also worked as a Python Developer, where I gained experience building REST APIs, optimising SQL queries, improving backend performance, and working with production software systems\. I hold an MSc in Artificial Intelligence from the University of the West of England \(UWE Bristol, UK\) and a BE in Computer Engineering\. What I'm currently looking for I'm currently exploring AI Engineer, Generative AI Engineer, LLM Engineer, Machine Learning Engineer, and Applied AI Engineer opportunities in Bengaluru/India\. I'm particularly interested in teams working on: 🤖 Generative AI & LLM applications 🔎 RAG & enterprise knowledge systems 🧠 Machine Learning & Deep Learning 💬 NLP & intelligent automation 👁️ Computer Vision ☁️ AI deployment & production systems I’m always interested in connecting with AI/ML engineers, founders, recruiters, and teams building real\-world AI products\. 📩 Feel free to connect or reach out if you're working on interesting AI problems or know of an opportunity where my background could be a good fit\.

## Location

Bengaluru

## AI stack

claude code

claude

codex

gemini

Canva Magic Studio

Microsoft Copilot

## Work experience

Junior AI Engineer at Tecomatic Limited, Jan 2025 \- Oct 2025 · 10 mos, Swindon, \- Designed and deployed an LLM\-powered conversational chatbot using RAG architecture — reduced internal support queries by 95%\. \- Built a computer vision system to automate order processing, cutting manual processing time by 60%\. \- Developed supervised ML models \(Scikit\-learn, Pandas, NumPy\) for automation and decision\-support workflows\. \- Built and deployed production REST APIs using FastAPI, hosted on AWS EC2 with performance monitoring\. \- Implemented structured prompt engineering for enterprise knowledge search applications\. \- Created Power BI dashboards to communicate KPIs and project metrics to business stakeholders\. \- Delivered features end\-to\-end across full SDLC within Agile sprints\. Skills: Python · FastAPI · LLM · RAG · Scikit\-learn · OpenCV · AWS EC2 · Power BI · Prompt Engineering · Agile

Artificial Intelligence Intern at The Nelson Trust, Aug 2024 \- Oct 2024 · 3 mos, United Kingdom, \- Developed a Python\-based NLP chatbot to automate response handling for a UK charity — reduced response times by 95%\. \- Built Power BI dashboards to surface operational insights and support data\-driven decision\-making\. \- Integrated AI tools into existing workflows to improve organisational productivity and reduce manual workload\. Skills: Python · NLP · Power BI · Chatbot Development · Process Automation

Python Developer at Niqox, Dec 2022 \- Jul 2023 · 8 mos, \- Refactored REST APIs and optimised SQL queries — improved overall system performance by 25%\. \- Enhanced backend API scalability and maintainability through structured code improvements\. \- Supported production deployments and resolved system\-level issues to ensure service continuity\. Skills: Python · MySQL · REST APIs · Backend Development · SQL Optimisation

Python Intern at Niqox, Aug 2022 \- Dec 2022 · 5 mos, \- Debugged backend APIs and enhanced functionality across Agile sprint cycles\. \- Gained foundational experience in Python backend development and collaborative engineering\.

## Education

Master's degree, Artificial Intelligence, University of the West of England

Bachelor of Engineering \- BE, Computer Engineering, VSITR

## Public links

- github: https://github\.com/MeetGuna

[View the original profile](https://tal.club/meet/guna-1)

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