Freelance Algorithmic Identity Architects
Freelance Algorithmic Identity Architects
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Snehal Parate
pro
Nagpur, India
I build internal tools, dashboards & automations
1x
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5.0
Rating
16
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I build internal tools, dashboards & automations
3
I implemented an automated transaction reconciliation system using Python, designed to match platform transactions with bank records, developed as part of a larger Admin Portal for financial operations. What this system supports: • Automated matching of bank & platform transactions • Keyword-based and rule-driven reconciliation logic • Batch processing for large transaction datasets • Configurable matching rules per account or merchant • Clear linking between matched records for auditing • Scheduled reconciliation via cron jobs running on Render • Designed to integrate with existing APIs and databases This project focused heavily on: ✨ Reducing manual reconciliation time within the Admin Portal ⚡ Performance-focused processing for large datasets 🧠 Clear, maintainable Python logic developed iteratively using Cursor
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I wanted to share an internal dashboard I just wrapped up using the new Retool App Builder. The project targets a unique niche: Art Cafes & DIY Craft Studios. These businesses operate on a "Time-as-a-Service" model where customers book a 2-hour window, get basic supplies and a complimentary drink, but get charged for regular cafe snacks, premium canvases, or extra time. Standard POS platforms don’t natively track live table occupancy time or handle mixed complimentary/paid item orders smoothly. I built this custom portal to handle the heavy lifting. Here is a quick video walkthrough of the operational flows, live floor tracking, and dashboard settings: https://www.loom.com/share/7f8c823309ec4a24a392c5d427f21035 Key features built completely in Retool: Live Studio Floor/Dashboard: A clean grid layout displaying currently occupied tables, dynamically tracking group size, and color-coded status pills (Active, Completed, Unpaid). Contextual Orders (Modals): Clicking any active card triggers a popup modal form allowing front-desk staff to instantly append food items or premium inventory directly to that specific customer's active session tab. Back-Office Configuration & Reports: Dedicated tabs for the store owner to track key metrics (Active Sessions, Total Profits, Unpaid Orders), manage global inventory logs, and edit customer profile records. I’d love some feedback from the community: Drop your thoughts below or let me know if you want a breakdown of any specific component setups!
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Finance Admin Portal & Automated Reconciliation System
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5
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Multi-User Booking System with Calendar Sync & Stripe Payments
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13
Algorithmic Identity Architect
(1)
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Kandhal Shakil
Hyderabad, India
Full-stack developer building scalable React & Python apps
New to Contra
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Full-stack developer building scalable React & Python apps
0
Sorting Algorithm Performance Analyzer Web-based visualization tool that demonstrates how different sorting algorithms work and compares their execution performance in real time. Built entirely using HTML, CSS, and JavaScript, the project provides interactive animations, speed analysis, and algorithm comparisons to help users understand sorting concepts visually and practically. The platform includes real-time visualization for popular algorithms like Bubble Sort, Merge Sort, Quick Sort, Selection Sort, and Insertion Sort with dynamic array generation and performance tracking.
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Planora - Task Management System PLANORA is a modern AI-powered task management platform built to help teams and individuals organize work, manage projects, track progress, and collaborate efficiently in real time. Featuring smart workflows, Kanban boards, analytics, calendar scheduling, and a clean modern dashboard, PLANORA simplifies productivity with a fast and intuitive user experience.
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16
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SchemeSnap AI - AI-Powerd Government schemes Finder Built AI-powered recommendation platform for government scheme discovery. Designed backend workflows for query handling and response generation. Integrated API-based logic for dynamic system behavior and structured processing. Demonstrates AI workflow integration and scalable backend architecture.
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22
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Task-Forge Project Management System A ClickUp-inspired full-stack application for managing workspaces, projects, and tasks with Kanban boards, analytics, and real-time chat. Built using React (Vite), Django REST Framework, MongoDB, and JWT authentication.
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32
Algorithmic Identity Architect
(1)
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Ezra Rayburn
Jerusalem, Israel
55% Supprt Reduction | 5X Salesforce Cert & IAM n8n Archtect
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55% Supprt Reduction | 5X Salesforce Cert & IAM n8n Archtect
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SaaS Capital Recovery
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2
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PAM and MFA Hardening
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1
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Zero Downtime Identity Migration
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2
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THE PROBLEM The organization carried 600 admin accounts with unreviewed entitlements. JML processes ran manually. New hire provisioning averaged 72 hours from request to access. Offboarding gaps left orphaned accounts active in production systems. WHAT WE DID ▪ Conducted full identity inventory across all AD domains and connected SaaS platforms. ▪ Designed a SAML 2.0 JIT provisioning pipeline tied to HR system joiner events. ▪ Validated the pipeline in a 600-user simulated Active Directory forest on Windows Server 2025. ▪ Built automated deprovisioning triggers for leaver events, removing manual offboarding steps. ▪ Delivered a Zero Touch onboarding architecture with IT team runbook for ongoing operations. THE RESULTS ▪ JML provisioning time: reduced from 72 hours to Zero Touch automated delivery. ▪ IT support ticket volume: 55% reduction within 60 days of architecture deployment. ▪ Admin account review: 600 accounts audited and remediated. ▪ Orphaned account risk: eliminated via automated leaver event triggers. 55% Reduction in IT support tickets within 60 days
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11
Algorithmic Identity Architect
(4)
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AbdelHakim Lbouhmadi
Casablanca, Morocco
Brand Identity Designer | Visual Designer & Illustrator
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Brand Identity Designer | Visual Designer & Illustrator
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AUREA BATH | Brand Colors & Typography
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41
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AUREA BATH | Meta Ads Creative Design
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11
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Instagram posts for AUREA BATH
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15
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AUREA BATH | Business Identity System
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34
Algorithmic Identity Architect
(1)
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Андрей Гончаров
Kharkiv, Ukraine
Flutter, Python, AI Developer helping businesses ship fast
New to Contra
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Flutter, Python, AI Developer helping businesses ship fast
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Trading Analytics Platform is a Python-based web application for backtesting trading strategies, analyzing historical market data, and visualizing performance metrics. The platform enables traders to compare strategies, generate reports, and optimize trading performance through interactive dashboards.
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FlowTask is a cross-platform task management application designed to help teams organize projects, track progress, and collaborate in real time. It features task prioritization, project dashboards, calendar planning, analytics, and a clean, responsive interface for web and mobile.
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Traffic Sign Telegram Bot is an AI-powered Telegram bot built with aiogram that recognizes traffic signs from user photos, explains road rules, and provides interactive driving theory tests. The bot also tracks user progress and delivers an intuitive learning experience through Telegram.
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Bluetooth Device Manager is a cross-platform Flutter application for discovering, connecting, and managing Bluetooth Low Energy (BLE) devices. It supports real-time data exchange, characteristic read/write operations, notifications, and custom command templates through a clean, responsive interface.
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24
Algorithmic Identity Architect
(1)
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Ghada AL
Riyadh 11564, Saudi Arabia
The AI/Techno Logic Designer | PostgreSQL & DSS Architect
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The AI/Techno Logic Designer | PostgreSQL & DSS Architect
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Applied Data Science Capstone
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25
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Technical Decision-Making SQL System (TDMS)
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Retry Storm & Duplicate Actions — Decision Boundary Case Description This case documents how uncontrolled retry behavior turns temporary uncertainty into duplicated actions, overload, and irreversible side effects. I analyze: Retry decision points Ownership gaps between user and system Missing escalation boundaries Idempotency failures Deliverables focus on: Clear retry constraints Decision flow clarification Safe stop conditions instead of endless repetition This work is fully asynchronous and documented as decision logic, not implementation. https://medium.com/@algoroalgorithm/retry-storms-when-try-again-becomes-a-system-failure-a537d147ee46
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I’m currently documenting real-world decision failures in multi-actor systems. This case explores handoff failure — when responsibility shifts between actors without explicit ownership transfer. The result is not a technical bug, but operational confusion that surfaces later. I focus on clarifying these hidden decision boundaries before they turn into costly failures. https://medium.com/@algoroalgorithm/when-responsibility-moves-but-no-one-owns-the-decision-296e8eb19f7b
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29
Algorithmic Identity Architect
(1)
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Mobarak Hossain Onik
Dhaka, Bangladesh
12 years experienced Brand Identity, UI/UX and Web Designer
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12 years experienced Brand Identity, UI/UX and Web Designer
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Brand Identity Design for Rose Castle
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14
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Logo & Stationery Design
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4
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Logo Design
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25
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Professional Website Design with WordPress
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9
Algorithmic Identity Architect
(1)
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Khy M
Pearl, USA
Creative Direction and Ops for Cultural Brands
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Creative Direction and Ops for Cultural Brands
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Authored and designed a foundational guide to help founders define their brand identity, positioning, and internal clarity before scaling. Broke down complex strategy into practical frameworks covering voice, visuals, audience, and experience. Used as a tool to align teams and support cohesive decision-making.
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Led the go-to-market strategy for a Costa Rica–based wellness sanctuary, preparing for launch. Developed positioning, target audience clarity, brand narrative, partnership strategy, and phased rollout plans to support a premium, retreat-style experience. Delivered a cohesive strategy that aligned operations, marketing, and guest experience before opening.
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Designed a polished, easy-to-navigate order catalog to support wholesale buyers and in-store merchandising. Organized product storytelling, pricing structure, and visual presentation to reflect the brand’s elevated positioning while simplifying the purchasing process for partners and customers.
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Created an educational e-guide to simplify credit repair concepts and build trust with first-time clients. Structured the content, messaging, and design to increase clarity, authority, and conversions. The guide served as both a client resource and a lead-generation asset for the company’s services.
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32
Algorithmic Identity Architect
(1)
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