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Guy G
Oregon, USA
40+ years programming experience including recent AI and ML.
New to Contra
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Further investigations of the Biology Latent Space.
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Another fun and useful project from 2024. I did this work for a nice gentleman named Andy Walters. He was looking to automatically split videos along the natural pause boundaries between sentences. So I wrote up this neat little script that uses the Whisper-Timestamp model and library to find those boundaries and split the video on them so that no words get chopped in mid-utterance. The company Andy was working for didn't make their next round of funding. Before we mothballed the whole thing Andy gave me permission to open source the code. I realized too late, with just one more pass through an LLM you could have the json splitter file that was generated rearranged to split by subject. If I had the time I would include that feature but until then it is still useful like it is. https://github.com/TheOneTrueGuy/G_video_clipper
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Last year, when I had a lot more time, I had a lot of fun converting biology journal entries into visualizations using stable diffusion image generation. This one turned out particularly good. I don't know if it works like I thought it might but being able to see the descriptions of biological processes seemed like an interesting way to possibly learn about biology. I did something similar with Physics Review Letters A through G and will try to get around to sharing some of those too. I even have one called "Odd Proton" that is focused on fusion processes.
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Language models provide some spectacular new opportunities for discovery. While working on some ideas it occurred to me to explore the relationships between concepts spatially. Interpolating across the latent space between concepts and then mapping to a vectors nearest token predicate. I arranged this formulation as a form of tessellation to cover the n-dimensional volume efficiently. The result is a work-in-progress I call the Tessellator. Since this is an experiment it just made sense to open source it and a new update is due in the next week or two. https://github.com/TheOneTrueGuy/tessellator
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Sanket Sabharwal, PhD
PRO
Genoa, Italy
Senior Software & ML Engineer | Zero to One Product Builder
$10k+
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7x
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5.0
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8
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Web Scraping Systems - Custom Data Acquisition
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Sports Betting Model - MMA
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Data Engineering - Highly-parallel Processing
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Computer Vision System for Defect Detection and QA
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Grey Newell
Atlanta, USA
Expert AWS consulting, AI solutions, and machine learning.
$100k+
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Schema-Driven Astro Starter Kit Development
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musegpt: Local LLMs in your Digital Audio Workstation!
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Event-Driven Resilience & Invoice Processing at Scale
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Nabeel Farooq
Pakistan
Software Engineer · iOS/Android · Big Data · AI · UX/UI
$5k+
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5.0
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37
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Epos Now - Azure-Powered Data Engineering Pipeline
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Hospitality & Retail - Scalable AWS Data Engineering Pipeline
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AI Chatbot for Crypto – Smart Conversations with Blockchain
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Orases | Automated ETL Pipeline for Data Processings
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Fahad Randhawa
PRO
Singapore
Senior Fullstack & AI Engineer | Product-Driven Solutions
$10k+
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5.0
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12
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Chronicler | An a16z funded Startup
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QA Similarity Search Engine (NLP)
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Image classifier Neural Network
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Check Med Products
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Igor Khatybov
PRO
Huntsville, USA
Clean up tech messes. Plan for growth. No drama.
$50k+
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5.0
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5
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From AWS to WPEngine: A Clean Migration Blueprint
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Architecture Roadmap for Subscription Management Overhaul
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Subscription Recovery Integration with Vindicia
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Self-Service Portal for Growing Hosting Provider
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Shaid Tiwari
Iowa, USA
Full-Stack-dev | Clean UI/UX + Smart Systems.
15
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Security Platform Development for SecurityX
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NEBULA: Creative Workflow Platform with Motion-Driven UI
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Ai-Integrated Client Health Monitoring System
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Agentia AI Agent for Modernized Support & Operations
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Subhradip Roy
India
AI & Software Development Specialist | AI Artist
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5.0
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Clearbook : AI powered Application to Automate Data Analytics
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3D Pose Estimation: Motion Analysis through Computer Vision
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Unveiling Hotel Reviews with EDA, NLP and Deep Learning Models
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Cinematic AI Video
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Ademola Afolabi
PRO
London, UK
AI-Driven Full Stack & Architecture Solutions
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Online Content Media Engine API
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Rapid Engineering Model (V2)
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MyType ML/AI Dashboard
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Motoring Assistance CRM
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Tolulade Ademisoye
Lagos, Nigeria
AI/ML data engineer who brings projects to life.
New to Contra
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Hi community, I’m Tolulade, a software data engineer. Three years ago, a close associate of mine joined a major fintech as a junior engineer, eager to grow her career. Due to poor mentoring and unclear delegation, she eventually pivoted to product management, and later resigned. Stories like hers aren’t rare. Businesses lose millions every year to employee attrition driven by low engagement and lack of development. We built a platform that helps companies reduce attrition risk by 20–30%, and boost employee satisfaction. By correlating learning activity with retention, we’ve found that low learning rates double churn risk, while healthy engagement can increase profitability by up to 25%. https://semis.reispar.com Warm regards,
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Accessing Redshift Views in Power BI
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Implementing Data Quality Check with AWS Data Glue
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Private LLM Interaction System for Google Colab
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Gsinfotechvis Pvt Ltd
Pimpri-Chinchwad, India
Provide innovative IT Solutions for Growth & Success
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Intelligent AI & ML Solutions
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Ai App integration
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Restaurant Website
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AI-Driven Digital Marketing
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Uche Ogbuji
Boulder, USA
Pioneering AI/Data/Software engineering lead— Builder/solver
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Toolio platform for Private AI/Large Language Model Agents
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10minclimate.com
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Inclusive Guide
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BiblioGraph | EBSCO
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Engineering Manager
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Nashit M
Canada
ML & Data Scientist
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Smart Bin
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Smart Toilet System
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Vision based attendance system - xID
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Advanced analytics platform
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Fatih Kucukkarakurt
İzmir, Turkey
Secure Fullstack Development & AI Solutions
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Reconic | All-in-One Reconnaissance Tool
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Nerve | Neural Network Library
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iNeural
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Blog Writing
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Arturo Gonzalez
Melbourne VIC, Australia
AI Developer & Software/Web Engineer
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Realtime AI Powered Algo trading Web App
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Data Analytics Platform
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Resource planning and forecasting
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Data Analytics Platform
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Mo Omer
Chicago, USA
I design, build, and scale websites, apps, and AI products!
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Go API Client for Bonsai.io
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Terraform Provider for Bonsai.io
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Maximizing Advertising ROI with AWS and Machine Learning: $30MM
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Senior Engineer training and Ruby on Rails refactoring
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