Initializing backpropagation...

Akhilesh Manchi

CS undergrad with specialization in AI & Robotics

Every complex problem has an elegant solution waiting to be discovered. I'm passionate about automation workflows, multimodal AI integrations, and building systems that orchestrate tools, APIs, and models into smooth, intelligent pipelines.

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About Me

Like any good optimization algorithm, I believe in continuous improvement. My journey through CS course has taught me that the best solutions emerge from understanding both the problem space and the elegant mathematics that govern it.

Currently pursuing a B.Tech in Computer Science Engineering with a focus on AI & Robotics, I'm passionate about generative AI, automation, and building intelligent tools that make life easier and systems smarter. Whether it's connecting models with data pipelines, automating tedious workflows, or experimenting with emerging frameworks, I approach each challenge like navigating a loss landscape — always seeking the most elegant path to a solution.

Programming Languages
Python, C/C++, Java
SQL, Bash, PowerShell
JavaScript/Node.js
AI/ML & Data
PyTorch, Scikit-learn
Hugging Face, LangChain
Neo4j, GraphRAG
Web & Cloud
React, Flask, Firebase
GCP, Docker, Linux
Framer Motion
Automation & Tools
Playwright, Selenium, FFmpeg
Git & GitHub, MCP
tesseract OCR, Postman

Projects

Each project represents a unique optimization challenge. Here's how I've navigated different problem landscapes:

Legacy Code to Knowledge Graph Engine

Built a full-stack discovery tool using a GraphRAG pipeline on GCP and Neo4j to analyze and query legacy codebases with natural language via a React frontend. Optimizes code understanding through advanced graph-based retrieval.

Python React GCP Neo4j GraphRAG

College Portal Automation (VTOP)

Developed a Playwright automation script to scrape academic data, featuring a multi-layered AI engine (Gemini API, Hugging Face) to solve CAPTCHAs, integrated with PowerShell for instant execution. Streamlined student workflow optimization.

Python Playwright PowerShell Gemini API Hugging Face

Full-Stack Sports Aggregator

Built a full-stack sports aggregator using React and Node.js that leverages the Gemini API for AI-powered summaries and Firebase for real-time data caching. Optimized content delivery and user engagement through intelligent summarization.

React Node.js Firebase Gemini AI

Personal AI & Automation Tools

Collection of productivity tools including automatic video subtitle generation using OpenAI's Whisper, PowerShell & Python OCR script with Gemini-flash-list, web search tool calling for LLM APIs, and various automation utilities for workflow optimization.

Python OpenAI Whisper PowerShell OCR LLM APIs

Education & Achievements

My optimization journey through academic excellence and competitive achievements:

2025
Oracle Cloud Infrastructure Certified
Generative AI Professional
Achieved Oracle Cloud Infrastructure 2025 Certified Generative AI Professional certification, demonstrating expertise in cloud-based AI solutions and generative model deployment.
2024
Make-A-Thon Winner
VIT, L&T, and Innova
Won internship at L&T by securing victory at the MakeAThon competition hosted by VIT, L&T, and Innova. Demonstrated innovative problem-solving and technical excellence.
2023 - 2027
B.Tech Computer Science Engineering
VIT University
Currently pursuing 3rd Year B.Tech in Computer Science Engineering with AI & Robotics specialization. Focusing on advanced AI concepts, automation, and cutting-edge research in generative AI and machine learning.

Let's Converge

Ready to start our optimization journey together? Let's find the optimal solution for your next project.