Freelance Algorithmic Identity Architects
Freelance Algorithmic Identity Architects
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Snehal Parate
pro
Nagpur, India
I build internal tools, dashboards & automations
1x
Hired
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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167
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Finance Admin Portal & Automated Reconciliation System
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3
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Multi-User Booking System with Calendar Sync & Stripe Payments
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13
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I just turned client briefs into winning proposals + PDFs using only Retool + AI. Paste any messy brief → one click → Retool Agents instantly deliver: ✦ Spot-on color palette & style tags ✦ Gorgeous dynamic moodboard ✦ Polished, client-ready HTML proposal ✦ Instant downloadable PDF ✦ All saved in a clean CRUD table Live Demo on Retool Live Demo: BriefProposal (https://snehalparate.retool.com/p/briefproposal?hideHeader=true) Video Demo: https://www.loom.com/share/c65d40c445264fbd94e58a075d12465c (https://www.loom.com/share/c65d40c445264fbd94e58a075d12465c)
5
360
Algorithmic Identity Architect
(1)
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Arbab Khan
Rawalpindi, Pakistan
Data Science | Reinforcement Learning | R&D
New to Contra
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Data Science | Reinforcement Learning | R&D
0
How much time does it take for a Bitcoin transaction to be accepted?
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27
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Windows Forms based application with AI integration
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14
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Cleaning & Visualization of data using Python
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21
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Earthquake prediction using LSTM
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28
Algorithmic Identity Architect
(1)
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Robert MacRae
Charlottetown, Canada
Senior Full Stack Engineer | Web, Cloud & Automation
8
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Senior Full Stack Engineer | Web, Cloud & Automation
2
Procedural particle simulation creating creature-like formations through emergent behavior. Built using generative algorithms and real-time rendering. Skills: creative coding, particle systems, mathematical modeling. Tools: JavaScript, WebGL, Three.js, GLSL.
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208
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Kliks – Mileage & Reimbursement Mobile App (React Native) About Project Kliks Mileage & Reimbursement is a high-performance mobile application built with React Native, designed to streamline mileage tracking and expense reimbursements for enterprise users. I led the frontend development and played a key role in transforming a legacy, poorly optimized codebase into a scalable, performant, and design-consistent mobile application. Key Contributions Pixel-Perfect UI Implementation from Design Specs Translated design requirements into pixel-accurate React Native screens with precise spacing, typography, and layout consistency Standardized UI patterns across the app using reusable components and consistent styling Replaced inconsistent UI elements with structured, accessible components aligned with a unified design system
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AI Knowledge Intelligence Platform (RAG System) Built an AI-powered knowledge assistant that retrieves and synthesizes information from internal documentation using natural language queries.
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215
0
AI Phone Agent Platform: Automate Call Handling & CRM Sync
0
1
Algorithmic Identity Architect
(1)
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Ezra Rayburn
Jerusalem, Israel
55% Supprt Reduction | 5X Salesforce Cert & IAM n8n Archtect
New to Contra
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55% Supprt Reduction | 5X Salesforce Cert & IAM n8n Archtect
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SaaS Capital Recovery
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0
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PAM and MFA Hardening
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Zero Downtime Identity Migration
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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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6
Algorithmic Identity Architect
(1)
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Ghada AL
Riyadh 11564, Saudi Arabia
The AI/Techno Logic Designer | PostgreSQL & DSS Architect
New to Contra
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The AI/Techno Logic Designer | PostgreSQL & DSS Architect
0
Applied Data Science Capstone
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15
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Technical Decision-Making SQL System (TDMS)
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11
1
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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23
Algorithmic Identity Architect
(1)
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Khy M
Pearl, USA
Creative Direction and Ops for Cultural Brands
New to Contra
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Creative Direction and Ops for Cultural Brands
0
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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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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4
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Logo & Stationery Design
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3
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Logo Design
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25
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Professional Website Design with WordPress
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8
Algorithmic Identity Architect
(1)
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