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