@AidanAutomates@AidanAutomates Haha, that's pretty much how half the AI startups started. ๐
Dorm room + API keys + controlled chaos = founder starter pack. Keep building โ you might be closer than you think.
๐ The next billion-dollar companies will be built with AI.
And we're only getting started.
I'm passionate about building intelligent systems that help businesses automate workflows, unlock insights from data, and create AI-powered products that scale.
๐ก My expertise includes:
๐ง Artificial Intelligence (AI)
๐ค Machine Learning (ML)
โก Deep Learning
๐ Large Language Models (LLMs)
๐ Retrieval-Augmented Generation (RAG)
๐ฌ Natural Language Processing (NLP)
๐ Data Analytics
โ๏ธ AI Agents & Automation
๐ฅ What I can help you with:
โ AI Chatbots & Assistants
โ LLM + RAG Applications
โ Predictive Machine Learning Models
โ AI Agents & Workflow Automation
โ NLP & Text Intelligence
โ Data Analytics & Dashboards
โ End-to-End AI Solutions
I enjoy solving complex problems and transforming ideas into intelligent products that create real value.
Whether it's automating repetitive tasks, building AI-powered applications, or extracting insights from data, my goal is simple:
๐ Increase productivity
โก Reduce manual work
๐ง Enable smarter decisions
๐ Drive innovation
๐ Open to:
โข Freelance Projects
โข Remote Opportunities
โข Consulting Engagements
โข Startup Collaborations
If you're building something exciting with AI, I'd love to connect and collaborate.
๐ฉ Let's create the future together.
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #GenerativeAI #LLM #RAG #NLP #DataScience #DataAnalytics #AIAgents #Automation #Python #MLOps #AIEngineer #DataScientist #BusinessIntelligence #BigData #Analytics #Startup #Innovation #TechInnovation #DigitalTransformation #FutureOfAI #RemoteWork #Freelancer #OpenToWork #BuildInPublic #AICommunity #Technology
๐ Great products are built when AI meets data.
Iโm passionate about creating intelligent systems that help businesses automate workflows, unlock insights, and build AI-powered products that scale.
๐น AI & Machine Learning
๐น Deep Learning
๐น Large Language Models (LLMs)
๐น Retrieval-Augmented Generation (RAG)
๐น Natural Language Processing (NLP)
๐น Data Analytics & Visualization
๐น AI Agents & Automation
๐น End-to-End AI Development
๐ก What I build:
โ AI Chatbots & Assistants
โ LLM + RAG Applications
โ Predictive ML Models
โ Intelligent Document Processing
โ NLP Solutions
โ Data Analytics Dashboards
โ Workflow Automation Systems
โ Custom AI Products
I believe AI is most valuable when it solves real business problemsโnot just when it looks impressive.
๐ Better decisions.
โก Faster execution.
๐ง Smarter systems.
๐ Greater impact.
Whether you're a startup founder, business owner, or engineering team exploring AI, I'd love to connect and discuss how we can build something meaningful together.
๐ฉ Open to freelance projects, consulting opportunities, remote roles, and long-term collaborations.
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #GenerativeAI #LLM #RAG #NLP #DataScience #DataAnalytics #AIAgents #Automation #Python #MLOps #AIEngineer #DataScientist #LLMEngineer #BusinessIntelligence #Analytics #BigData #Startup #Innovation #DigitalTransformation #FutureOfAI #RemoteWork #Freelancer #OpenToWork #BuildInPublic #AICommunity #Technology
๐ Your next hire might not be another employee.
It might be AI.
Businesses today are using AI to automate operations, extract insights from data, and scale faster than ever before.
I help companies turn ideas into intelligent solutions with expertise in:
๐ง Artificial Intelligence (AI)
๐ค Machine Learning & Deep Learning
๐ Large Language Models (LLMs)
๐ Retrieval-Augmented Generation (RAG)
๐ฌ Natural Language Processing (NLP)
๐ Data Analytics & Business Intelligence
โก AI Agents & Automation
๐ฅ Services I offer:
โ Custom AI Applications
โ AI Chatbots & Virtual Assistants
โ LLM + RAG Systems
โ Predictive Machine Learning Models
โ NLP Solutions
โ AI Agents & Workflow Automation
โ Data Analytics & Visualization
โ End-to-End AI Development
I believe AI should do more than impressโit should deliver measurable business value.
๐ Increase efficiency.
โก Automate repetitive tasks.
๐ง Unlock insights from data.
๐ Scale with confidence.
Whether you're a startup founder, business owner, or technical team looking to integrate AI, I'd be happy to discuss how we can build something impactful together.
๐ฉ Open to freelance projects, consulting engagements, remote roles, and long-term collaborations.
Let's build the futureโone intelligent solution at a time.
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #GenerativeAI #LLM #RAG #NLP #DataScience #DataAnalytics #AIAgents #Automation #Python #MLOps #AIEngineer #DataScientist #BusinessIntelligence #BigData #Analytics #Startup #Innovation #Tech #DigitalTransformation #FutureOfWork #RemoteWork #Freelancer #OpenToWork #BuildInPublic #AICommunity #Technology
๐ Excited to Share My Latest AI Project: ๐๐๐ญ๐ซ๐ข๐๐ฏ๐๐ฅ๐๐๐
I recently built a full-stack Retrieval Augmented Generation (RAG) application that allows users to upload documents and chat with them using AI โ just like ChatGPT, but powered by their own data.
๐ GitHub Repository: https://t.co/z1DyWsbIHd
๐ก ๐๐ซ๐จ๐๐ฅ๐๐ฆ ๐ ๐๐จ๐ฅ๐ฏ๐๐
โข Most LLMs are powerful, but they lack:
โข Access to private/document-specific knowledge
โข Context-aware retrieval from user data
โข Real-time, structured document understanding
Businesses struggle to turn raw documents into actionable intelligence.
๐ง ๐๐ฒ ๐๐จ๐ฅ๐ฎ๐ญ๐ข๐จ๐ง: ๐๐๐ญ๐ซ๐ข๐๐ฏ๐๐ฅ๐๐๐
I designed and developed a production-ready RAG system that enables:
โข ๐ Upload & chat with PDFs, DOCX, TXT files
โข ๐ Semantic search using FAISS vector database
โข ๐ค GPT-4o powered intelligent responses
โข ๐ Source-based answers with citations
โข โก Streaming chat (ChatGPT-like experience)
โข ๐ Document management system
โข ๐ฌ Conversation history tracking
โข ๐ Full-stack architecture (Next.js + FastAPI)
โ๏ธ ๐๐๐๐ก ๐๐ญ๐๐๐ค
โข Frontend: Next.js 14, TailwindCSS, Framer Motion
โข Backend: FastAPI (Python)
โข AI: OpenAI GPT-4o + text-embedding-3-small
โข Vector DB: FAISS
โข Database: SQLite
โข Deployment Ready: Vercel + Render
๐งฉ ๐๐ก๐๐ฅ๐ฅ๐๐ง๐ ๐๐ฌ ๐ ๐ ๐๐๐๐
โข Optimizing chunking strategy for better retrieval accuracy
โข Managing vector storage & persistence with FAISS
โข Implementing fast streaming responses (SSE)
โข Handling document parsing across multiple formats
โข Maintaining low-latency RAG pipeline
Each challenge helped me improve system design, performance optimization, and production-level thinking.
๐ฏ ๐๐๐ฒ ๐๐๐ค๐๐๐ฐ๐๐ฒ
This project is a step toward building real-world AI systems that solve business problems โ not just demos.
Iโm continuously working on improving and scaling AI-powered solutions in:
โข LLM Applications
โข RAG Systems
โข AI Automation
โข Data Science Solutions
๐ฉ ๐๐ฉ๐๐ง ๐๐จ๐ซ ๐๐ฉ๐ฉ๐จ๐ซ๐ญ๐ฎ๐ง๐ข๐ญ๐ข๐๐ฌ
Iโm open to:
โข AI / ML Freelance Projects
โข RAG / LLM-based Solutions
โข Data Science & Automation Work
โข Collaboration Opportunities
#AI #MachineLearning #DeepLearning #RAG #LLM #OpenAI #FastAPI #NextJS #Python #DataScience #ArtificialIntelligence #OpenToWork #Freelancer #FreelanceDataAnaLyst #FreenalanceDataScientist #SoftwareEngineering #FullStackDevelopment #LangChain #VectorDatabase #FAISS #AIEngineer #BuildInPublic #PortfolioProject #FreelanceDeveloper
๐ What if your business could work 24/7, make smarter decisions, and automate repetitive tasks?
That's the power of AI.
I help startups, founders, and businesses build intelligent systems that don't just process dataโthey create value.
๐ง Expertise:
โข Artificial Intelligence (AI)
โข Machine Learning (ML)
โข Deep Learning
โข Large Language Models (LLMs)
โข Retrieval-Augmented Generation (RAG)
โข Natural Language Processing (NLP)
โข Data Analytics & Business Intelligence
โข AI Agents & Workflow Automation
๐ก Solutions I Build:
โ AI Chatbots & Virtual Assistants
โ LLM-Powered Applications
โ RAG-Based Knowledge Systems
โ Predictive Analytics Models
โ NLP & Text Intelligence Solutions
โ AI Agents & Business Automation
โ Data Dashboards & Insights
โ End-to-End AI Products
๐ My mission is simple:
Transform data into intelligence.
Automate what slows businesses down.
Build AI systems that drive measurable results.
Whether you're a startup launching your first AI product or an established business looking to automate operations, I'm always excited to collaborate and solve meaningful problems.
๐ฉ Available for freelance projects, consulting, remote opportunities, and long-term partnerships.
Let's turn ideas into intelligent solutions. ๐
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #GenerativeAI #LLM #RAG #NLP #DataScience #DataAnalytics #AIAgents #Automation #MLOps #Python #AIEngineer #DataScientist #BusinessIntelligence #Analytics #BigData #TechInnovation #DigitalTransformation #Startup #FutureOfAI #Innovation #RemoteWork #Freelancer #OpenToWork #BuildInPublic #AICommunity #Technology
๐ Excited to share my latest Big Data project!
๐ End-to-End Big Data Analytics with PySpark | NYC Yellow Taxi Dataset
I worked with a massive dataset containing 12.7+ million records and built a complete PySpark pipeline for scalable data processing and analysis.
๐น Created a Spark Session and loaded large-scale CSV data efficiently.
๐น Performed Exploratory Data Analysis (EDA) on millions of records.
๐น Conducted missing value analysis and data cleaning.
๐น Generated descriptive statistics and business insights.
๐น Analyzed payment patterns and trip distances.
๐น Calculated total revenue from taxi rides.
๐น Engineered new features such as trip duration.
๐น Saved processed data for downstream applications.
๐น Built a Machine Learning model using PySpark MLlib for fare prediction.
๐ Key Highlights:
โ 12,748,986 records processed
โ 19 features analyzed
โ Distributed data processing with PySpark
โ Feature Engineering
โ Data Cleaning & Transformation
โ Aggregations and Business Insights
โ Machine Learning with Spark MLlib
โ Scalable Big Data Pipeline
๐ Tech Stack:
Python | PySpark | Spark SQL | PySpark MLlib | Big Data Analytics | Feature Engineering | Machine Learning | Kaggle
I'm actively seeking opportunities in:
๐น AI Engineering
๐น Machine Learning
๐น Data Science
๐น Data Analytics
๐น Big Data Engineering
๐น Python Development
Open to collaborations, freelance projects, and full-time opportunities.
#PySpark #ApacheSpark #BigData #DataEngineering #DataScience #MachineLearning #Python #AI #ArtificialIntelligence #Analytics #SparkSQL #MLlib #FeatureEngineering #DataAnalytics #Kaggle #OpenToWork #Hiring #Freelance #DataEngineer #AIEngineer #MLOps #PythonDeveloper #BusinessIntelligence #ETL #DataCleaning #DataVisualization #SoftwareEngineering #GenerativeAI #LLM #DeepLearning
๐ AI is not the future anymore. It's the present.
While many are still talking about AI, businesses are already using it to automate workflows, analyze data, and create entirely new products.
As an AI Engineer & Data Scientist, I help turn ideas into intelligent solutions through:
๐ง Artificial Intelligence
๐ค Machine Learning & Deep Learning
๐ Large Language Models (LLMs)
๐ Retrieval-Augmented Generation (RAG)
๐ฌ Natural Language Processing (NLP)
๐ Data Analytics & Business Intelligence
โก AI Agents & Intelligent Automation
๐ก What I can help you build:
โ AI Chatbots & Assistants
โ LLM-Powered Applications
โ RAG-Based Knowledge Systems
โ Predictive ML Models
โ NLP Solutions
โ AI Agents & Workflow Automation
โ Data Analytics Dashboards
โ End-to-End AI Products
I believe the most valuable technology is the one that solves real problems, saves time, and helps people make better decisions.
๐ Open to:
โข Freelance Projects
โข Startup Collaborations
โข Remote Opportunities
โข AI Consulting Engagements
If you're building something exciting with AIโor planning toโI'd love to connect and exchange ideas.
๐ฉ Feel free to reach out.
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #GenerativeAI #LLM #RAG #NLP #AIAgents #DataScience #DataAnalytics #Automation #Python #MLOps #AIEngineer #DataScientist #BusinessIntelligence #Analytics #BigData #Startup #Innovation #Tech #DigitalTransformation #FutureOfAI #RemoteWork #Freelancer #OpenToWork #BuildInPublic #AICommunity #Technology
๐ Proud to share that our team ranked 33rd out of 2,674 teams in Kaggle's Deep Past Challenge โ Translate Akkadian to English, earning a Silver Medal.
This challenge focused on reviving 4,000-year-old Assyrian texts using AI and machine translation.
๐น Fine-tuned ByT5-base with a two-stage training strategy
๐น Trained over 21 epochs through iterative experimentation
๐น Used only public data โ no synthetic data, no LLM-generated pairs, no ensembles
๐น Achieved a private score of 38.1 and secured a Top 1.3% finish
What I enjoyed most wasn't the final ranking, but the process: testing ideas, learning from failures, and proving that disciplined experimentation and data quality can compete with far larger resources.
Research, NLP, LLMs, and low-resource language problems continue to fascinate me. Excited to apply these lessons to future AI systems and real-world applications.
#Kaggle #MachineLearning #DeepLearning #NLP #LLM #AI #DataScience #Research #Python #ByT5 #TranslationAI #MLOps
๐ Looking for AI, Machine Learning, or Data Science Expertise?
I'm passionate about building intelligent systems that transform data into actionable insights and automate complex workflows.
๐ผ My core expertise includes:
๐ง Artificial Intelligence (AI)
๐ค Machine Learning (ML)
โก Deep Learning
๐ Large Language Models (LLMs)
๐ Retrieval-Augmented Generation (RAG)
๐ฌ Natural Language Processing (NLP)
๐ Data Analytics & Business Intelligence
โ๏ธ AI Agents & Workflow Automation
๐ฅ Services I provide:
โ Custom AI Solutions
โ LLM & RAG Applications
โ AI Chatbots and Assistants
โ Predictive Machine Learning Models
โ NLP and Text Analytics
โ Data Analysis and Visualization
โ AI Agents and Automation Workflows
โ End-to-End AI Product Development
I believe the most exciting opportunities are created when data, intelligence, and automation come together.
Whether you're a startup, business owner, researcher, or tech enthusiast, I'm always interested in collaborating on meaningful projects and solving challenging problems.
๐ฉ Available for:
โข Freelance Projects
โข Remote Opportunities
โข Consulting Engagements
โข Long-Term Collaborations
Let's build AI solutions that create real impact.
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #GenerativeAI #LLM #LLMEngineer #RAG #NLP #DataScience #DataAnalytics #AIAgents #Automation #MLOps #Python #AIEngineer #DataScientist #BusinessIntelligence #BigData #Analytics #TechInnovation #Startup #DigitalTransformation #FutureOfAI #RemoteWork #Freelancer #OpenToWork #BuildInPublic #AICommunity #Innovation
Hello X,
I want to connect with
> Neuroscientists
> AI x Healthcare
> Computational Biologists
> Writers
> F1 Enthusiasts
> Machine Learning Researchers
> Editors
> Artists
> Kagglers
> Scientists
> Entrepreneurs
P.S. Can you keep my feed limited to these, please?
Great point, @fabiolauria92 . I completely agree-the biggest challenge is often not the AI itself, but adoption and usability.
In my experience, the main barriers are:
โข Poorly organized or siloed data
โข Non-technical teams struggling with complex workflows
โข Concerns around cost, security, and ROI
โข Difficulty integrating AI into existing business processes
I usually focus on building simple, user-friendly solutions that hide the complexity behind intuitive interfaces, so teams can actually benefit from AI without needing technical expertise.
Making AI accessible is where the real value lies.
Out of curiosity, which industries are you seeing the most demand from right now?
๐ Building AI Solutions That Solve Real Problems.
We're entering an era where AI is no longer optionalโit's a competitive advantage.
As an AI & Data Science Engineer, I'm passionate about helping businesses leverage intelligent technologies to automate processes, uncover insights, and create scalable solutions.
๐น AI & Machine Learning
๐น Deep Learning
๐น Large Language Models (LLMs)
๐น Retrieval-Augmented Generation (RAG)
๐น Natural Language Processing (NLP)
๐น Data Analytics & Visualization
๐น AI Agents & Automation
๐น End-to-End AI Development
๐ก I enjoy working on:
โ AI Chatbots & Virtual Assistants
โ Generative AI Applications
โ Intelligent Document Processing
โ Predictive Machine Learning Models
โ NLP & Text Analytics
โ Workflow Automation Systems
โ Data-Driven Solutions
โ Custom AI Products
My goal isn't just to build modelsโit's to create solutions that deliver real business impact.
๐ Better decisions.
โก Faster workflows.
๐ง Smarter systems.
๐ Greater efficiency.
If you're building with AI, exploring automation, or looking to turn ideas into products, I'd love to connect and collaborate.
๐ฉ Open to freelance projects, consulting opportunities, remote roles, and long-term partnerships.
The future belongs to those who build it.
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #GenerativeAI #LLM #LLMEngineering #RAG #NLP #DataScience #DataAnalytics #AIAgents #Automation #MLOps #Python #AIEngineer #DataScientist #TechInnovation #DigitalTransformation #BusinessIntelligence #Analytics #BigData #Startup #Innovation #FutureOfAI #OpenToWork #Freelancer #RemoteWork #BuildInPublic #AICommunity
๐ฅ AI isn't replacing professionals. Professionals using AI are replacing those who don't.
Every day, businesses generate massive amounts of dataโbut data alone doesn't create value.
The real value comes from turning that data into insights, predictions, automation, and intelligent decisions.
That's exactly what I help organizations achieve.
๐ My Expertise:
๐ง Artificial Intelligence (AI)
๐ค Machine Learning (ML)
โก Deep Learning
๐ Large Language Models (LLMs)
๐ Retrieval-Augmented Generation (RAG)
๐ฌ Natural Language Processing (NLP)
๐ Data Analytics & Visualization
โ๏ธ AI Automation & Workflow Engineering
๐ก What I Build:
โ AI-Powered Assistants & Chatbots
โ Custom LLM Applications
โ Predictive Analytics Solutions
โ NLP & Text Processing Systems
โ Business Intelligence Dashboards
โ Intelligent Automation Workflows
โ End-to-End AI Products
Whether you're a startup looking to launch an AI product, a company seeking automation, or a team wanting to unlock the power of data, I'm always interested in solving challenging problems and creating impactful solutions.
The best time to adopt AI was yesterday.
The second-best time is today.
๐ฉ Open to freelance projects, consulting engagements, remote opportunities, and long-term collaborations.
Let's build smarter systems, automate processes, and create the future together.
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #DataScience #DataAnalytics #GenerativeAI #LLM #RAG #NLP #AIAutomation #Automation #Python #MLOps #AIEngineer #DataScientist #LLMEngineer #BusinessIntelligence #DigitalTransformation #BigData #Analytics #Startup #Innovation #TechCommunity #FutureOfWork #RemoteWork #Freelancer #OpenToWork #BuildInPublic #AICommunity
๐ Just completed a full ML + DL + NLP analysis on the FACTS Grounding dataset by Google DeepMind!
This benchmark was designed to test how well AI models ground their answers to real documents โ think SEC filings, policy papers, and long-form text.
๐ The Problem I Solved:
How do you automatically measure AI "grounding difficulty" across 856 human-crafted examples โ and build models that predict it?
โ๏ธ What I Built:
โ Full EDA โ word count distributions, n-gram analysis, word clouds
โ TF-IDF + 6 Classical ML models (Logistic Regression, SVM, XGBoost, LightGBM...)
โ Bi-LSTM Deep Learning model with early stopping
โ Sentence embeddings (SBERT) + UMAP 2D visualization
โ Topic Modeling with LDA (6 coherent topics discovered)
โ K-Means & DBSCAN Clustering with Silhouette analysis
โ Full model comparison dashboard
๐ Key Insight:
LightGBM + XGBoost consistently outperformed simpler models on TF-IDF features, while Bi-LSTM captured deeper sequential patterns in the text.
๐ฏ Real-World Applications:
This exact pipeline can be applied to:
โ Document QA systems
โ RAG (Retrieval-Augmented Generation) evaluation
โ Contract & legal document analysis
โ Financial report grounding for LLMs
If you're building an AI product that needs reliable, grounded answers from documents โ I can help you evaluate and improve it.
๐ฌ DM me or drop a comment โ let's talk!
#MachineLearning #DeepLearning #NLP #DataScience #LLM #RAG #AIEngineering #Python #OpenToWork #FreelanceAI
๐ From Raw Data to Real Intelligence.
In a world driven by data, businesses need more than dashboardsโthey need intelligent systems that can learn, adapt, and automate.
That's where I come in.
As an AI & Data Science Engineer, I specialize in building solutions powered by:
๐ง Artificial Intelligence (AI)
๐ค Machine Learning & Deep Learning
๐ Large Language Models (LLMs)
๐ Retrieval-Augmented Generation (RAG)
๐ฌ Natural Language Processing (NLP)
๐ Data Analytics & Insights
โ๏ธ AI Automation & Workflow Optimization
๐น Need a custom AI assistant?
๐น Want to automate repetitive processes?
๐น Looking to extract insights from your data?
๐น Building the next AI-powered product?
I help businesses and startups turn ideas into scalable AI solutions that deliver measurable results.
โจ Current Focus:
โข Generative AI Applications
โข LLM & RAG Systems
โข Predictive Analytics
โข Intelligent Automation
โข End-to-End AI Solutions
โข Data-Driven Decision Making
The future belongs to those who build with AIโnot just talk about it.
๐ฉ Open to freelance projects, consulting opportunities, remote roles, and collaborations.
Let's create something intelligent together.
#AI #ArtificialIntelligence #MachineLearning #DeepLearning #GenerativeAI #LLM #RAG #NLP #DataScience #DataAnalytics #AIAutomation #Python #MLOps #AIEngineer #DataScientist #LLMEngineer #BusinessIntelligence #DigitalTransformation #BigData #Automation #Analytics #Startup #TechInnovation #FutureOfAI #BuildInPublic #Freelance #RemoteWork #OpenToWork #AICommunity #Innovation