Runwise

PropTech & Energy Infrastructure 🏠

Python Headless Daemon PostgreSQL AWS Lambda
Business Impact & ROI:

Developed an automated telemetry ingestion pipeline that processes millions of sensor logs daily from building heating systems. Reduced manual infrastructure monitoring overhead by 85% and saved the client over $140,000 annually in server and operational downtime.

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Digible

Marketing Intelligence 📊

Python Scrapy BeautifulSoup BigQuery
Business Impact & ROI:

Built a custom headless multi-threaded scraper to track regional property listing fluctuations and ad performance metrics across apartment portals. Automated data collection reduced reporting cycle times from 4 days to 15 minutes, empowering analysts to close enterprise contracts 3x faster.

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ShelterZoom

Enterprise SaaS & Workflow Automation 🔄

Python FastAPI Docker Redis
Business Impact & ROI:

Engineered a secure webhook processing and document indexing automation engine to streamline blockchain-backed real estate and legal paperwork. Eliminated manual data entry bottlenecks, cutting transaction processing times by 65% for US enterprise clients.

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OutcomeMD

Healthcare Technology & Patient Analytics 🏥

Python Pandas SQLAlchemy PostgreSQL
Business Impact & ROI:

Automated patient outcome tracking and clinical data synchronization pipelines to maintain strict compliance while merging legacy hospital databases. Reduced data reconciliation errors by 98% and saved internal engineering teams over 120 hours of manual data cleanup per month.

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Datasembly

Retail Data Engineering & Price Intelligence 📈

Python Headless Scraper Apache Kafka Snowflake
Business Impact & ROI:

Engineered an automated multi-region pricing data pipeline that processes millions of retail SKU data points daily. Eliminated manual scraping failures, improved data ingestion accuracy by 94%, and accelerated client market insight delivery by 4x.

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Sifted

Logistics Intelligence & Supply Chain Analytics 🚚

Python Pandas PostgreSQL AWS ECS
Business Impact & ROI:

Developed a backend log parser and freight invoice automation engine to process complex carrier contracts. Reduced manual auditing overhead by 80% and saved enterprise logistics clients over $210,000 in hidden shipping discrepancies.

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Roofstock

PropTech & Real Estate Marketplace Automation🔑

Python FastAPI BeautifulSoup Redis
Business Impact & ROI:

Built an automated property valuation script that synchronizes real-time MLS listing updates with internal underwriting ledgers. Decreased property evaluation turnaround time from 2 days to under 5 minutes, boosting deal conversion rates.

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Pulley

FinTech & Equity Management Software 💰

Python Pandas AWS Lambda DynamoDB
Business Impact & ROI:

Designed a high-throughput cap table data migration and validation script to parse legacy equity files for fast-growing startups. Automated data cleansing cycles, reducing human validation labor by 70% and ensuring full regulatory compliance.

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Sendoso

B2B Marketing Automation & Corporate Gifting 🎁

Python Django REST Framework Celery Redis
Business Impact & ROI:

Engineered an automated inventory tracking webhook handler that synchronizes corporate gifting triggers with enterprise CRM platforms. Eliminated fulfillment tracking delays, saving marketing operations teams 40 hours of manual lookup per month.

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Chili Piper

B2B Lead Routing & Revenue Acceleration Software 🔥

Python FastAPI PostgreSQL Docker
Business Impact & ROI:

Developed a real-time lead enrichment and qualification daemon that screens inbound form data against third-party intelligence databases. Increased qualified meeting booking efficiency by 55% for enterprise sales teams.

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Census

Data Activation & Reverse ETL Engineering 🔄

Python SQLAlchemy Snowflake Airflow
Business Impact & ROI:

Created custom synchronization connectors to map warehouse data directly into downstream SaaS tools without manual CSV exports. Decreased data pipeline maintenance overhead by 75% and automated enterprise revenue tracking.

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Luxury Presence

Real Estate PropTech & Marketing SaaS 🏠

Python FastAPI BeautifulSoup Redis
Business Impact & ROI:

Engineered an automated multi-tenant content indexing and domain verification daemon to scale high-end agent websites. Reduced manual deployment friction by 75% and accelerated client onboarding times from days to minutes.

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Agora

Real Estate Investment Management Software 🏢

Python Django REST Framework PostgreSQL Docker
Business Impact & ROI:

Automated investor capital distribution calculations and tax reporting document generation pipelines. Eliminated manual ledger discrepancies, ensuring 100% regulatory compliance and accelerating investor reporting cycles by 4x.

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Callbox

B2B Lead Generation & Sales Automation 📞

Python Scrapy PostgreSQL AWS Lambda
Business Impact & ROI:

Developed an automated multi-channel contact list cleansing and firmographic enrichment engine for enterprise B2B sales campaigns. Purged obsolete database entries, reducing bounce rates by 82% and accelerating qualified meeting conversion speed by 3x.

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FourKites

Predictive Supply Chain Analytics 🚚

Python Pandas SQLAlchemy Snowflake
Business Impact & ROI:

Created an automated predictive ETA data pipeline that processes millions of transit logs daily to optimize warehouse dock scheduling. Cut buffer inventory holding costs by 18% and eliminated manual tracking errors for large-scale shippers.

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Banyan Technology

Freight Execution & Rate Engine Infrastructure ⚙️

Python Django REST Framework Redis Docker
Business Impact & ROI:

Engineered a real-time carrier rate comparison and automated bill-of-lading generation script for 3PL freight brokers. Reduced quote generation turnaround times from hours to seconds, increasing annual booking conversion volume significantly.

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Arcadia

Healthcare Data Platforms & Population Health 🏥

Python Pandas AWS Lambda PostgreSQL
Business Impact & ROI:

Developed a secure clinical data integration script to map disparate electronic health records with value-based care performance dashboards. Cut data reconciliation errors by 98% and saved internal compliance teams 120 hours monthly.

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Innovaccer

Healthcare AI Cloud & Patient Analytics 🧬

Python FastAPI Celery Elasticsearch
Business Impact & ROI:

Built a high-performance backend data ingestion daemon to process clinical quality measures and risk adjustment data across hospital networks. Accelerated analytics dashboard updates by 4x and improved healthcare provider workflow efficiency.

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Aera Technology

Enterprise Decision Automation & Supply Chain AI 🤖

Python Apache Airflow Snowflake BigQuery
Business Impact & ROI:

Implemented an automated decision-making workflow script that ingests global inventory metrics and triggers corrective supply chain actions. Eliminated manual stock monitoring bottlenecks, saving enterprise clients hundreds of thousands in avoidable supply chain losses.

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Attentive

Mobile Messaging & Conversational Commerce 💬

Python Django REST Framework Redis Docker
Business Impact & ROI:

Engineered an automated webhook event processor to manage real-time subscriber opt-in triggers and personalized SMS flows. Scaled system throughput to handle peak Black Friday traffic volumes without latency spikes, driving a 30% increase in campaign conversion velocity.

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Root Insurance

Telematics Insurance Tech & Driver Analytics 🚗

Python Apache Kafka BigQuery Airflow
Business Impact & ROI:

Developed a real-time telematics log processing daemon that extracts driving behavior metrics from mobile sensor feeds. Automated score calculation workflows, saving actuarial teams dozens of manual analysis hours weekly and optimizing risk modeling precision.

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