Vivek Reddy
@vivekreddy3
Data Science and AI aspirant building scalable PyTorch, RAG, and LLM systems with end-to-end ML pipelines.
IndiaWhat I'm looking for
I’m a Data Science and AI aspirant focused on building scalable machine learning solutions using PyTorch and LLM-based systems. I’ve worked across computer vision, Retrieval-Augmented Generation (RAG), and multi-agent AI systems, with an emphasis on designing end-to-end ML pipelines.
In my projects, I built a CrewAI-based multi-agent travel planning system that selects destinations, researches cities, generates day-wise itineraries, and optimizes travel budgets. I also created a video RAG pipeline with semantic chunking and FAISS for grounded question answering, plus an AI email auto-labeling agent using n8n and the Gmail API to automate inbox organization.
Experience
Work history, roles, and key accomplishments
Multi-Agent Travel Planner
Personal Projects
Oct 2025 - Dec 2025 (2 months)
Designed an end-to-end multi-agent GenAI system that selects destinations, researches cities, generates day-wise itineraries, and optimizes travel budgets using LLaMA-3.1. Built a CrewAI orchestration workflow and a Streamlit app to collect user preferences and output structured markdown plans.
Context-Aware Video RAG System
Personal Projects
May 2025 - Jul 2025 (2 months)
Built a video-based Retrieval-Augmented Generation (RAG) pipeline for grounded question answering and summarization over local and YouTube videos. Used semantic chunking with FAISS to retrieve timestamped segments and applied LangChain prompt constraints to reduce hallucinations.
AI Gmail Auto-Labeling Agent
Personal Projects
Jan 2026 - Present (5 months)
Developed an automated email classification system using n8n, OpenAI GPT, and the Gmail API to categorize messages by content and intent. Implemented an agent workflow that matches existing labels and dynamically creates new labels, enabling near-fully automated inbox organization.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Guwahati
Bachelor of Technology, Mathematics and Computing
2022 - 2026
Activities and societies: Contributed to open source and technical activities; active in Coding Club; regularly played badminton.
Pursuing a Bachelor of Technology in Mathematics and Computing at IIT Guwahati from 2022 to 2026.
Availability
Location
IndiaAuthorized to work in
Job categories
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