Headline

AI/ML Undergraduate @ REVA University | Building AI-Powered Applications with Python & APIs | LLMs · Agentic AI · RAG · FastAPI

About

I’m an AI/ML undergraduate at REVA University, Bengaluru, passionate about building practical AI systems using Python, Machine Learning, LLMs, APIs, and Agentic AI. My interests are centered around developing intelligent applications that can reason, automate workflows, interact with APIs, and solve real-world problems. I particularly enjoy working with Python, FastAPI, REST APIs, LLM orchestration, multi-agent systems, NLP, computer vision, and data-driven applications. I’ve worked on several AI-focused projects, including: • Nestify — Agentic DevSecOps Orchestration Platform — Developed a multi-agent AI platform using Python, FastAPI, React, Groq/Gemini and vector memory for code analysis, security auditing and cloud deployment. The system uses LLM-driven decision-making, deterministic workflows, failure classification, self-healing retries and cost optimization. •AI-Driven Project Planning System for SAP — Built an AI-based project planning system using Python, FastAPI, Streamlit and Groq LLM, capable of automating WBS generation, cost estimation and scheduling. It uses LLM-based classification, fallback logic and dependency-based scheduling to generate SAP-compatible project outputs. • AI-Based Emergency Vehicle Detection System — Built a computer vision system using Python, YOLO and OpenCV to detect emergency vehicles from traffic feeds and dynamically prioritize them through intelligent traffic-signal control. • 5G Codebase Analyzer — Developed a Python/FastAPI-based system for analyzing telecom signals and 5G codebases, exploring modulation techniques, bandwidth allocation and traffic patterns to generate insights into network performance. Alongside development, I’m continuously strengthening my foundations in Machine Learning, Deep Learning, NLP, Computer Vision, SQL and data analysis. I’ve also completed the NPTEL Deep Learning Specialisation and Cisco’s Introduction to Cybersecurity certification. I’m currently looking for opportunities where I can contribute to AI/ML, LLM applications, AI agents, API-driven AI systems, and intelligent automation, while continuing to learn and build production-oriented AI solutions.

Location

Bengaluru

AI stack

antigravity

claude

glama

grok

langchain

openai

Education

Reva University

Public links

github: https://github.com/ishaankonathala