Available for opportunities

GaneshY

AI Engineer

Aspiring AI/ML Engineer Building with Python, LLMs, Deep Learning & Machine Learning

I would love to work in the field of healthcare and finance, and AI is changing both in ways that genuinely excite me. Currently building projects, learning LLMs, and figuring things out as I go. Let's connect and build.

PythonPyTorchLangChainLLMsFastAPIDeep Learning
Resume
๐Ÿง LLMs
๐Ÿ”ฅPyTorch
๐Ÿ”—LangChain
โšกFastAPI
About Me

The Engineer Behind the Code

Turning curiosity into systems. Building AI that matters in healthcare and finance.

Ganesh Y
GY

Ganesh Y

AI Engineer

๐Ÿ“ India

Open to opportunities

I'm Ganesh, an aspiring AI engineer who believes we are at the most exciting moment in the history of computing. LLMs, diffusion models, agents โ€” this isn't hype. This is a genuine platform shift.

My focus is on two sectors where AI creates the most undeniable value: healthcare and finance. One saves lives. The other shapes how resources flow. Both are being fundamentally reimagined by intelligent systems.

Right now I'm deep in building โ€” LangChain pipelines, fine-tuned models, FastAPI backends, and end-to-end AI products. I don't wait to feel ready. I ship, break things, read the error, and improve.

โ€œThe best way to understand AI is to build AI. Everything else is theory.โ€

โ€” My engineering philosophy

3+
Projects Built
5+
GitHub Repos
3+
AI Models Trained
35K+
Lines of Python
Currently Learning
Agentic AIRAG PipelinesModel Fine-tuningMLOpsVector Databases

AI-First Mindset

Every problem I look at, I see through the lens of what intelligent systems can solve. Machine learning is not a tool โ€” it's a new way of thinking.

Healthcare AI Passion

Healthcare is where AI creates the most human impact. Building models that help diagnose earlier, predict risks, and improve outcomes drives me forward.

FinTech Intelligence

Finance moves at machine speed. I build AI systems that parse earnings, detect patterns, and surface insights from the noise of global markets.

Builder by Nature

I learn by building. Every project starts with a problem, a blank file, and a week of reading docs. That journey from confused to working is where I thrive.

Figuring it Out

Currently deep in LLMs, RAG pipelines, and building production-quality AI systems. Not waiting to be ready โ€” just shipping, breaking things, and iterating.

Let's Connect

I believe the best AI products are born from collaboration. If you're working on something at the intersection of AI and real-world problems, I want to hear from you.

Technical Arsenal

Skills & Technologies

Tools I use to build intelligent systems โ€” from data wrangling to deploying production AI.

๐ŸPython
90%
โš™๏ธC++
75%
๐Ÿ—ƒ๏ธSQL
80%
๐Ÿ”ฅPyTorch
85%
๐Ÿง TensorFlow
80%
๐Ÿ“Šscikit-learn
85%
๐Ÿ‘๏ธOpenCV
78%
๐Ÿค—HuggingFace
82%
๐Ÿ”—LangChain
80%
โšกFastAPI
83%
๐ŸŒถ๏ธFlask
80%
๐ŸŸขNode.js
70%
๐ŸƒMongoDB
75%
๐Ÿ˜PostgreSQL
72%
๐Ÿ“ฆGit
88%
๐ŸณDocker
70%
๐ŸงLinux
80%

And always learning more _

My Work

Projects & Builds

Real systems. Real code. Each project is a lesson in building better AI.

01
In Progress
โ˜… Featured

MedAI Diagnosis Assistant

An AI-powered medical diagnosis assistant leveraging large language models and computer vision to analyze symptoms and medical imaging. Integrates RAG pipeline for evidence-based recommendations.

Healthcare AILLMComputer Vision
PythonLangChainFastAPIPyTorchOpenCVMongoDBReact
02
Building
โ˜… Featured

FinSight โ€” Market Intelligence

Real-time financial market analysis tool using NLP to parse earnings calls, news sentiment, and SEC filings. Generates AI-driven investment insights with explainable predictions.

FinTechNLPSentiment Analysis
PythonHuggingFaceFastAPIPostgreSQLReactDocker
03
Planned

Neural Document Q&A System

A RAG-based document intelligence system that ingests PDFs, research papers, and knowledge bases, enabling semantic search and conversational querying with citation tracking.

RAGLLMVector DB
PythonLangChainOpenAIPineconeFastAPINext.js
04
Planned

DeepVision โ€” Object Detection

Real-time multi-class object detection system trained on custom medical imaging datasets using YOLOv9. Achieves 94% mAP for clinical anomaly detection.

Computer VisionDeep LearningHealthcare
PythonPyTorchOpenCVYOLOFlaskDocker
Certifications

Credentials & Learning

Structured learning supplementing hands-on project work.

๐Ÿ†

OCI 2025 Certified Generative AI Professional

Oracle University

Oct 2025
๐Ÿ”ฎ

OCI 2025 AI Foundations Associate

Oracle University

Aug 2025
๐Ÿฆ

Software Engineering Job Simulation

JPMorgan Chase ยท Forage

Sep 2025
๐Ÿ

Crash Course on Python

Google ยท Coursera

Sep 2025
More certifications being added continuously
Open Source

GitHub Activity

Code doesn't lie. Here's what I've been building and shipping.

...
Repositories
...
Stars Earned
...
Followers
...
Following

Top Languages

Thoughts & Writing

AI Blog

Sharing what I learn โ€” from LLM internals to production AI patterns.

01
LLMs
5 min read

Simon Willison's Weblog

One of the most insightful blogs on LLMs, AI tools, and the practical reality of building with language models. Essential reading for any AI engineer.

LLMsAI ToolsPython
November 1, 2024Read more
02
Machine Learning
8 min read

Sebastian Raschka's Blog

Deep dives into machine learning research, LLM fine-tuning, and practical ML engineering. Written by the author of "Build a Large Language Model From Scratch".

ML ResearchLLMsDeep Learning
October 15, 2024Read more
03
LLM Engineering
6 min read

LangChain Blog

Official blog from the LangChain team covering agents, RAG pipelines, and the latest in building production LLM applications.

LangChainAgentsRAG
September 28, 2024Read more
Full blog coming soon โ€” articles in progress
Get In Touch

Let's Build Together

Open to collaborations, opportunities, and interesting conversations about AI.

Whether you have an exciting AI project, a job opportunity, or just want to talk about where the field is heading โ€” my inbox is open.

Ganesh.

Aspiring AI Engineer building intelligent systems at the intersection of healthcare and finance.

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