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I build automated reporting systems that replace hours of manual work with reliable. Here's examples of what I done for clients. Reduced 40+ hours/month of manual reporting for an outdoor hospitality group by building a fully automated pipeline that ingests data from PMS → BigQuery → Looker Studio. Developed a payroll processing data pipeline that processes $42,500/month in bonus payments, cutting manual payroll processing work by 23 hours per week while increasing payroll accuracy. Google Sheets API → Python ETL Pipeline → Looker Studio Created an automated pipeline that sends weekly PDF reports to enterprise clients for an industrial automation company. API Ingestion → BigQuery → Make Automated PDF Generation → SendGrid Email Delivery If your team is still exporting spreadsheets and manually building reports, I can fix that. 📊 What I Build I specialize in end-to-end automated reporting systems for B2B companies in SaaS, hospitality, marketing agencies, fintech, and training platforms that need to deliver recurring reports to clients without the manual overhead. 🔄 Automated Data Pipelines I connect APIs, databases, and platforms (including PMS systems like NewBook and Cloudbeds) into centralized data warehouses like BigQuery using Python. Pipelines are orchestrated with Dagster and designed with monitoring, alerting, and CI/CD pipelines using GitHub Actions for reliability. 🧠 Clean, Reliable Data Models Using dbt or Python, I transform raw data into structured, client-ready metrics with version control, testing, and documentation so your reporting logic is transparent, scalable, and accurate. 📈 Live Dashboards (Always Up-to-Date) I build Looker Studio dashboards connected directly to BigQuery, so your clients and team always see live, accurate data without manual refreshes or outdated reports. 🏗️ Tech Stack **Cloud & Data:** Google Cloud Platform, Azure, BigQuery, Cloud Storage **Transformation & Orchestration:** dbt, Dagster, Python **CI/CD & Infrastructure:** GitHub Actions, pipeline automation **Visualization:** Looker Studio, Power BI **Automation:** Make, n8n, Airtable **Integrations:** Google Ads, Meta, GA4, APIs, PMS systems (NewBook, Cloudbeds) **Delivery:** SendGrid, Twilio 🎯 Who I Work With I work best with B2B companies that: * Deliver recurring reports to clients * Spend hours manually building or sending reports * Struggle with inconsistent or error-prone data * Need a scalable reporting system as they grow If you're manually exporting data, updating spreadsheets, or relying on analysts for repetitive reporting work, I’ll replace that with a system that runs automatically. 🤝 How I Work I focus on building systems that are: * Reliable (monitored, tested, and automated) * Scalable (built to grow with your business) * Cleanly structured (no fragile hacks or shortcuts) * Easy to maintain (documented and production-ready) You won’t get a quick fix. You’ll get a system designed to work long-term. 📁 Portfolio & Experience Real examples of pipelines, dashboards, and automation systems available upon request. Let’s Automate Your Reporting If you want to eliminate manual reporting, improve accuracy, and deliver better insights to your clients, let’s build a system that does it automatically. 📩 Send me a message and we’ll map out your reporting pipeline.

I’m a Product & Data Analyst helping startups turn user behavior data and manual workflows into clear insights and automated systems. I specialize in product analytics and tracking architecture, working with tools like Mixpanel, PostHog, and Amplitude to design event taxonomies, funnels, activation, retention, and churn analysis. Alongside analytics, I build no-code automations and internal tools using Softr, Airtable, and Make, enabling teams to automate reporting, streamline operations, and reduce dependence on engineering for everyday workflows. I’ve worked with 70+ clients globally, setting up scalable analytics foundations and automation systems that help teams move faster, make better decisions, and operate efficiently. If you’re looking for someone who understands both product data and no-code systems, I can help you build setups that are practical, scalable, and easy to maintain

I help startups and growing companies turn messy data and manual operations into scalable AI and data systems that improve decision-making, automation, and revenue growth. I’ve worked with businesses across healthcare, e-commerce, marketing, and real estate to build modern data infrastructure, AI applications, and analytics platforms that teams actually rely on. I combine AI engineering, cloud architecture, and analytics expertise to deliver systems that are fast, reliable, and built for scale. Data Engineering & Cloud • ETL/ELT pipelines and orchestration • Batch and real-time data processing • Data warehouses and modern data stacks • Databricks, Airflow, SQL, and Python • AWS, Azure, and GCP architecture • APIs, webhooks, and event-driven systems Analytics & Business Intelligence • Executive dashboards and KPI reporting • Power BI, Tableau, Looker, Qlik • Superset and Metabase • Marketing, product, and revenue analytics • Centralised reporting and data visibility What Clients Typically Hire Me For • Building AI-powered business tools • Designing scalable cloud data platforms • Fixing unreliable pipelines and reporting systems • Automating manual business workflows • Creating a single source of truth for analytics • Scaling infrastructure as companies grow How I Approach Projects I focus on business impact first, not just technology. That means building systems that: • scale reliably • reduce operational friction • improve reporting accuracy • support faster decision-making • save time through automation I communicate clearly, work independently, and take ownership from planning to deployment. Why Clients Work With Me Long-Term • Strong technical and business understanding • Experience across AI, analytics, and cloud systems • Reliable delivery and long-term thinking • Ability to work with both technical and executive teams

I'm a GTM engineer who builds outbound systems end-to-end, cold email infrastructure, LinkedIn outreach, signal-based prospecting, and CRM automation. Most growth teams know they need outbound to scale - they just don't have the systems, the visibility, or the time to build it properly. I come in and close that gap: architecting the infrastructure, aligning the tools to the strategy, and giving teams a clear view of what's working and what to fix. You don't need to know exactly how to get there. That's my job. WHAT I BUILD Cold Email Infrastructure Domain setup (SPF/DKIM/DMARC), inbox warmup, deliverability optimisation, and sending architecture. Recent campaigns: 3%+ reply rates, bounce rates <3%. LinkedIn Outreach Systems End-to-end campaign setup - connection sequences, nurture flows, webinar follow-up, and signal-triggered outreach (job changes, content engagement, intent signals). Signal-Based Prospecting Clay-powered workflows for TAM mapping, enrichment, and list building - using buying signals to prioritise the right accounts at the right time. Multi-Channel Orchestration Example: Clay → Smartlead → HeyReach → HubSpot → Slack. Automated lead flow from signal to CRM, with every touchpoint tracked. CRM & RevOps Setup, pipeline configuration, lead routing, and reporting. Built to give your team visibility and remove manual work. CERTIFICATIONS - Clay Certified Expert - HubSpot Solutions Provider - GTM Engineer Certified - GTMHQ Expert RECENT CLIENT WORK Built a 4-month outbound system for a B Corp agency — 100 sending inboxes, 30K+ leads, Smartlead + HeyReach campaigns running in parallel, full CRM sync into HubSpot via custom automation. Designed a LinkedIn nurture programme for a UK consulting firm targeting founders and MDs across SaaS, tech, and hospitality - built in HeyReach with Clay handling dynamic personalisation. Engineered signal-based prospecting workflows for multiple clients, replacing manual list buying with intent-driven outreach. WHO I WORK WELL WITH B2B companies with $1M+ revenue who have a great product but an outbound function that isn't pulling its weight (yet). Typically a solo growth operator, head of marketing, or RevOps lead or founder who needs a GTM engineer - not just another tool configured. HOW ENGAGEMENT WORKS Build & Handover - I build the system, document everything, and hand it to your team fully operational. Build & Run - I build and continue to manage, optimise, and report on performance. Ready to build something that actually converts? Let's talk.

Top Rated Plus Product Analytics Consultant & Mixpanel Certified Partner. I implement Mixpanel, Amplitude & PostHog for 100+ SaaS companies, turning broken data into actionable insights. As a founder or product & growth person, one of the major pain points is to completely understand how your users are using your product & use the insights to drive the business forward. But insights are only as good as the data infrastructure underneath them. That's exactly what I help you build - from the warehouse up to the dashboard. I'm Ansh, a Product Analytics expert (Mixpanel Certified Partner) and data engineering practitioner, who has worked with 100+ companies to set up their analytics and data infrastructure to accelerate insights that drive product growth & revenue. Tech Stack: DBT, Fivetran, Bigquery, Mixpanel, Amplitude, Posthog, Google Tag Manager, Google Analytics, Hotjar, Looker Studio, Databricks, Metabase, Tableau, Power BI, etc. What exactly can I help you with? ✅ CRO: I identify friction in your funnels and optimize flows to improve conversions across signup, activation, and revenue. ✅ Data modeling & warehouse design: I build clean, well-documented data models using dbt so your warehouse is analysis-ready - not a mess of raw tables nobody trusts. ✅ Data pipeline setup: I configure and maintain ingestion pipelines using Fivetran, Airbyte, or custom connectors so your product, marketing, and revenue data lands reliably in BigQuery, Snowflake, or Redshift. ✅ AI-ready data infrastructure: I structure and document your data so it's ready for AI agents, LLM-powered analytics, and automated reporting - not just human dashboards. ✅ Consulting: I guide teams on what to measure, how to analyze it, and how to make data-driven decisions that drive growth. ✅ A/B testing: I design and analyze A/B tests so you can ship changes backed by statistically sound results. ✅ Ad-to-product attribution: I set up pipelines to send Google/Facebook/LinkedIn Ads data into Mixpanel, Amplitude, or Posthog for full-funnel attribution. ✅ Event tracking, schema design & data modeling: I create clean tracking plans, warehouse schemas, and dbt models so you always collect the right data in the right structure ✅ Analytics strategy: I build an AAARRR-based analytics strategy so you know exactly how customers move through your product. ✅ Tool integrations & automation: I connect your tools and automate your data workflows across Mixpanel, Amplitude, Posthog, Segment, and more. ✅ Marketing → Product stitching: I connect your acquisition data with product usage to show which channels bring high-value users. What do people say about me? - Ansh was extremely helpful in developing our V2 analytics strategy and in setting up our Mixpanel dashboards accordingly. He was not only proactive in bringing his expertise but also highly adaptable to our specific needs. Ansh played a key role in identifying effective solutions where standard approaches were insufficient, delivering all his tasks with great professionalism and impressive speed. Looking forward to future projects with you, Ansh! - Ansh had skillfully set up our PostHog dashboard analytics, delivering a precise and effective solution. Highly recommend his expertise and commitment to quality. - Ansh has been excellent with setting up our mixpanel pipeline and providing insightful analytics. He's always available, humble, and always ready to learn more about the product! - Ansh was incredibly helpful in three main ways: first his detailed technical knowledge of MixPanel helped me solve specific implementation problems and needs quickly, usually within a few minutes. Second, he pushed me to frame my thinking about why I wanted a certain piece of analysis. This helped me get far clearer on my goals - sometimes leading to me running different analysis, dropping a piece altogether and always helping me think more strategically. Finally, Ansh has a lot more to offer than just MixPanel advice - he's able to think strategically about North Star and second-level metrics, helping me figure out the why behind the work I was doing. If I seem fit for what you’re looking for, let’s get started!

🥇 𝐓𝐨𝐩 𝟏% 𝐨𝐧 𝐔𝐩𝐰𝐨𝐫𝐤 | 𝐄𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 & 𝐌𝐢𝐝-𝐌𝐚𝐫𝐤𝐞𝐭 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 | 𝟓+ 𝐘𝐞𝐚𝐫𝐬 𝐢𝐧 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 & 𝐕𝐢𝐬𝐮𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧 | 𝐏𝐨𝐰𝐞𝐫 𝐁𝐈 𝐃𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝𝐬 & 𝐄𝐱𝐞𝐜𝐮𝐭𝐢𝐯𝐞 𝐑𝐞𝐩𝐨𝐫𝐭𝐢𝐧𝐠 | 𝟔𝟎+ 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐞𝐝 Hello, I’m Omer, marketing analytics and reporting expert focused on turning scattered campaign, website, CRM, and sales data into clear dashboards and decision-ready reporting systems. I help teams build reliable marketing analytics setups using Looker Studio, GA4, Google Tag Manager, BigQuery, Google Sheets, APIs, and business intelligence tools to track performance clearly and act faster. 𝐌𝐲 𝐜𝐨𝐫𝐞 𝐞𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞 𝐢𝐬 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞 𝐚𝐧𝐝 𝐃𝐚𝐭𝐚 𝐕𝐢𝐬𝐮𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧, 𝐰𝐢𝐭𝐡 𝐚 𝐬𝐭𝐫𝐨𝐧𝐠 𝐟𝐨𝐜𝐮𝐬 𝐨𝐧 𝐏𝐨𝐰𝐞𝐫 𝐁𝐈. 𝐈 𝐝𝐞𝐬𝐢𝐠𝐧 𝐞𝐱𝐞𝐜𝐮𝐭𝐢𝐯𝐞-𝐠𝐫𝐚𝐝𝐞 𝐝𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝𝐬 𝐭𝐡𝐚𝐭 𝐚𝐧𝐬𝐰𝐞𝐫 𝐪𝐮𝐞𝐬𝐭𝐢𝐨𝐧𝐬 𝐥𝐢𝐤𝐞: • What’s driving revenue and margin right now? • Where are performance drops happening across funnel, sales, or ops? • Which segments, channels, or products are actually profitable? 🚀 𝐖𝐡𝐚𝐭 𝐈 𝐃𝐨 𝐁𝐞𝐬𝐭 🔹 𝐏𝐨𝐰𝐞𝐫 𝐁𝐈 𝐃𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝𝐬 & 𝐄𝐱𝐞𝐜𝐮𝐭𝐢𝐯𝐞 𝐑𝐞𝐩𝐨𝐫𝐭𝐢𝐧𝐠 (𝐊𝐏𝐈 𝐭𝐫𝐞𝐞𝐬, 𝐝𝐫𝐢𝐥𝐥𝐝𝐨𝐰𝐧𝐬, 𝐩𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐦𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠) 🔹 𝐃𝐚𝐭𝐚 𝐌𝐨𝐝𝐞𝐥𝐢𝐧𝐠 & 𝐃𝐀𝐗 (𝐜𝐥𝐞𝐚𝐧 𝐬𝐞𝐦𝐚𝐧𝐭𝐢𝐜 𝐥𝐚𝐲𝐞𝐫𝐬, 𝐬𝐜𝐚𝐥𝐚𝐛𝐥𝐞 𝐦𝐞𝐚𝐬𝐮𝐫𝐞𝐬, 𝐫𝐞𝐮𝐬𝐚𝐛𝐥𝐞 𝐥𝐨𝐠𝐢𝐜) 🔹 𝐄𝐓𝐋 / 𝐃𝐚𝐭𝐚 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐟𝐨𝐫 𝐑𝐞𝐩𝐨𝐫𝐭𝐢𝐧𝐠 (𝐦𝐮𝐥𝐭𝐢-𝐬𝐨𝐮𝐫𝐜𝐞 𝐜𝐨𝐧𝐬𝐨𝐥𝐢𝐝𝐚𝐭𝐢𝐨𝐧, 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝 𝐫𝐞𝐟𝐫𝐞𝐬𝐡) 🔹 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐟𝐨𝐫 𝐆𝐫𝐨𝐰𝐭𝐡 & 𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐬 (𝐟𝐮𝐧𝐧𝐞𝐥 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬, 𝐜𝐨𝐡𝐨𝐫𝐭𝐢𝐧𝐠, 𝐫𝐞𝐭𝐞𝐧𝐭𝐢𝐨𝐧, 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞, 𝐒𝐋𝐀) 📈 𝐍𝐨𝐭𝐚𝐛𝐥𝐞 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 🔹 𝐏𝐨𝐰𝐞𝐫 𝐁𝐈 𝐑𝐞𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐒𝐲𝐬𝐭𝐞𝐦 𝐟𝐨𝐫 𝐚 𝐆𝐥𝐨𝐛𝐚𝐥 𝐂𝐨𝐧𝐬𝐮𝐥𝐭𝐢𝐧𝐠 𝐅𝐢𝐫𝐦 Built a centralized Power BI environment consolidating multiple data sources. Reduced reporting time by 60% and improved decision speed by 40% through clear KPI design and automated refresh. 🔹 𝐑𝐞𝐯𝐞𝐧𝐮𝐞 & 𝐅𝐮𝐧𝐧𝐞𝐥 𝐏𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐃𝐚𝐬𝐡𝐛𝐨𝐚𝐫𝐝 𝐟𝐨𝐫 𝐚 𝐒𝐚𝐚𝐒 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 Designed a full funnel reporting setup (acquisition → activation → conversion), aligning KPI definitions across teams and enabling leadership to track growth and performance weekly with confidence. 🛠 𝐓𝐨𝐨𝐥𝐬 & 𝐒𝐭𝐚𝐜𝐤 📊 Power BI, Tableau, Looker Studio, Hubspot 🧠 Data Modeling, KPI Frameworks 🔄 ETL / Integrations (APIs, connectors, automation for refresh pipelines) ☁️ Cloud & Data Sources (common warehouses + business tools integrations) 📞 𝐈𝐧𝐯𝐢𝐭𝐞 𝐦𝐞 𝐨𝐧 𝐔𝐩𝐰𝐨𝐫𝐤 𝐨𝐫 𝐬𝐞𝐧𝐝 𝐚 𝐝𝐢𝐫𝐞𝐜𝐭 𝐦𝐞𝐬𝐬𝐚𝐠𝐞, and let’s map your reporting in a short call.