Mahantesh S
@mahanteshs
AI/ML student building LLM apps and RAG systems for document intelligence and real-time conversational agents.
IndiaWhat I'm looking for
I’m a final-year IT student specializing in AI systems, Retrieval-Augmented Generation (RAG), and applied machine learning. I build LLM-based applications with LangChain, LangGraph, FAISS, and OpenAI APIs—whether it’s document intelligence, multi-agent transcript analysis, or PDF Q&A.
In my software internship with AI Logistics & CRM Voice Agent Technologies, I built a real-time AI voice agent using Twilio Voice Streams and FastAPI WebSockets. I integrated Azure OpenAI GPT-4o Realtime for low-latency voice interactions, added Gemini 2.5 Flash for dynamic SQL generation, and wired PostgreSQL-backed caller identification into context-aware conversation flows.
On the research side, I’m working on a hybrid CNN-ViT segmentation pipeline for SAR-based oil spill detection and maritime decision support. I’ve also led IoT smart dining and built projects like an AI-powered PDF chatbot and image colorisation models using GANs and PatchGAN.
Experience
Work history, roles, and key accomplishments
AI Logistics & CRM Voice Agent Intern
Software Intern
Built a real-time AI voice agent for logistics booking and customer support using Twilio Voice Streams and FastAPI WebSockets. Integrated Azure OpenAI GPT-4o and Google Gemini 2.5 Flash for low-latency voice interactions and dynamic SQL generation.
Education
Degrees, certifications, and relevant coursework
Vasavi College of Engineering
Bachelor of Engineering, Information Technology
2022 -
Pursuing a Bachelor of Engineering in Information Technology with a focus on AI systems and machine learning.
Narayana Junior College
Board of Intermediate Education, Mathematics, Physics, Chemistry
2020 - 2022
Completed Board of Intermediate Education in MPC stream.
Availability
Location
IndiaAuthorized to work in
Job categories
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