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$3/hr
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All-in-One Data Operations, Internet Research & Virtual Assistant Specialist Hello and Welcome! Are you drowning in messy spreadsheets? Do you need high-quality data gathered from the deepest corners of the internet? Or are you looking for a reliable partner to manage your daily digital tasks, websites, and data management needs? You are in the right place! I am a versatile, tech-savvy Data Expert and Virtual Assistant with extensive experience in managing end-to-end data pipelines, performing deep internet research, and handling complex web operations. I don't just enter data; I analyze, clean, structure, and optimize it so you can make informed business decisions. No project is too big, too complex, or too messy for me. What I Bring to the Table (My Core Services) 1. Data Entry & Flawless Spreadsheet Management Accurate Input: High-speed, error-free data entry into Microsoft Excel, Google Sheets, CRMs, and custom databases. Data Cleaning & Reconciliation: Organizing messy sheets, removing duplicates, fixing broken formats, and cross-checking records (e.g., matching WhatsApp/bank receipts against master spreadsheets to zero out figures). Advanced Functions: Proficient with VLOOKUP, INDEX/MATCH, sorting, filtering, and automated data validation. 2. Deep Internet Research & Data Gathering (Lead Generation) Web Data Extraction: Sourcing hard-to-find information from directories, social media platforms, and targeted web searches. Contact List Building: Compiling high-volume, verified lists containing Company Names, Websites, Key Decision-Maker Names, Emails, and Phone Numbers. Market & Competitor Research: Gathering specific business intelligence based on your niche. 3. Web Operations, SEO & AdSense Management Website Management: Proven experience in running, updating, and managing websites efficiently. SEO Optimization: Understanding of search engine optimization to help improve online visibility and content formatting. Google AdSense & Analytics: Knowledge of AdSense operations, revenue tracking, and analyzing basic traffic data to maximize performance. 4. Document Redesign, Formatting & Admin Support PDF/Image to Excel/Word: Flawless conversion of printed or scanned documents into fully editable, beautifully structured digital files. Proofreading & Layout Check: Reviewing large batches of documents (100+ pages), fixing headers/footers, and inserting interactive developer elements or checkboxes. Copy-Paste & File Organization: Seamless remote assistance for daily administrative support and Google Drive/Dropbox management. ⚙️ Tools & Platforms I Master Daily Spreadsheets & Docs: Microsoft Excel, Google Sheets, Microsoft Word, Google Docs. Data Visualization & VA Tools: Basic Power BI, WhatsApp Business, Google Drive, Trello. Web Content: WordPress, Basic HTML/CSS, Google AdSense Dashboard, SEO Keywords tools. 🌟 Why Choose Me Over Other Freelancers? The "Figure-It-Out" Mindset: You give me a raw goal or a video walkthrough, and I will find the most accurate and efficient way to deliver the exact results you need. 100% Accuracy Guaranteed: I double-check and verify every single record before submission. Zero margin for errors. Versatility: Why hire three different people for data entry, web research, and website support when you can hire one expert who can do it all? Flexible & Committed: Available for quick, urgent turnarounds as well as ongoing, long-term part-time partnerships. Fluent Communication: Easy to collaborate with, highly responsive, and respectful of deadlines. Let's take the burden of data and research off your shoulders so you can focus on growing your business. Click the "Invite" or "Hire" button on the top right, and let’s discuss your project today!
Muhammad Hamza I.
$28/hr
100% Job Success
$10K+ earned
Offers consultations
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Struggling to rank on Google? I build the white-hat backlinks your competitors fear. I'm a Top Rated SaaS link building and Digital PR specialist, helping SaaS companies, digital agencies, and e-commerce brands grow their Google rankings with proven, penalty-free strategies. With a 100% Job Success Score, 56+ completed projects, and $10K+ earned on Upwork, I deliver real ranking results — not just numbers on a report. WHAT I SPECIALIZE IN: - High DA Guest Post Placements (DA 30 to DA 90+ sites) - SaaS & B2B Link Building Campaigns - Digital PR & HARO Link Building - Niche Edits & Contextual Link Insertions - Manual Blogger Outreach - Broken Link Building - Competitor Backlink Gap Analysis & Replication - SEO Article & Blog Writing for Guest Posts - Press Release Writing & Distribution - Full Off-Page SEO Strategy & Execution I also specialize in publishing guest posts, press releases, and interviews on the below sites: - Yahoo - AP News - Yahoo Finance - GlobeNewswire - Khaleejtimes - Entrepreneur - Deccanherald - Outlookindia - Techcrunch - Techtimes - Benzinga - Markets.BusinessInsider - Morningstar - ZeroHedge - Theglobeandmail - TechBullion - GoodMenProject - HealthShots - TheDataScientist - OTSNews - BigNewsNetwork - StreetInsider - Barchart - NYWeekly - NewsBreak - AZBigMedia - LivesRecords - PeaceQuarters - TamaraCamera Blog - PonderShort - LookWhatMomFound And Many More.............. WHY CLIENTS CHOOSE ME: - 100% Job Success Score across 56+ projects - Top Rated badge — top 10% of Upwork freelancers - White-hat methods only — zero penalty risk, fully Google-safe - Live Google Sheets reporting for complete transparency - Direct communication, no middlemen or delays WHO I WORK WITH: - SaaS companies looking to grow Domain Rating fast - Digital marketing agencies needing white-label link delivery - E-commerce stores targeting high-intent buyer keywords - Startups building domain authority from scratch - SEO consultants who need reliable, scalable link acquisition MY PROCESS: 1. Free backlink audit of your website 2. Custom link building strategy tailored to your niche 3. Manual outreach to relevant, high-traffic websites 4. Full placement report with URL, DA, DR & traffic data 5. Ongoing tracking & competitor monitoring RESULTS MY CLIENTS SEE: - Ranked from Page 4 to Page 1 in 60 days - Domain Rating grew from DR18 to DR41 in 4 months - 300% increase in organic traffic after a link campaign TOOLS I USE: Ahrefs, SEMrush, Moz, BuzzStream, Hunter, Majestic, Screaming Frog & Google Search Console Send me a message to get started — I offer a free backlink profile audit for every new client before we begin.
$35/hr
$0 earned
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We are SAS studio (sangstudio.net) SAS studio is an innovative Architecture Development and 3D visualization studio in Asia. We specialize in architectural visualization service as follows: 3D Renderings, 3D Animations, Physical Model Making, Design Development, Multi-media Presentation, Exhibition…We are regarded as one of the most prestigious architectural visualization companies in Asia by clients, and we have been directly involved in the design of projects in US, UK, UAE, Australia, etc. SAS studio is proud to be trusted and recognized by many domestic and international customers for its professionalism and high quality work, with on-schedule and professional working manner.
Lorenzo R.
$10/hr
100% Job Success
$30K+ earned
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Hi! I’m Lorenzo, Lo for short, based in the Philippines and working from a fully equipped home setup with a stable internet connection. I work best independently, stay organized, and get things done without needing to be babysat. I’ve worked as an Expert Sales Assistant, supporting managers and directors with day-to-day operations and big-picture strategy. My work covered both admin and sales support, including: Managing and updating data in CRMs (HubSpot and others) Handling inboxes and sending follow-ups to clients and freelancers Scheduling daily and weekly meetings Coordinating and mediating interviews between clients and freelancers Assisting leadership with growth strategies Creating performance and progress reports I also have solid experience in customer support, handling emails, inbound and outbound calls, and SMS/text campaigns. I’ve worked with CRMs and tools like HubSpot, Asana, Salesforce, Keap, Launch Control, Mojo, and more. On top of that, I’ve spent years working in the insurance industry and have supported multiple clients as a real estate virtual assistant, so I’m comfortable juggling different workflows, priorities, and personalities. I’m known for being reliable, proactive, and easy to work with. Give me a task, and I’ll handle it with minimal supervision - whether that’s admin work, email management, customer service, data entry, or general support. If you’re looking to lighten your workload, stay organized, and actually hit your weekly or monthly goals, I’m ready to help.
$15/hr
$3K+ earned
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I'm an Excel Guru and experienced Visual Basic For Applications VBA developer for over 10 years now. Expert in creating automation tools, data processing, Dashboard using VBA. If you need help organizing, automating, or visually analyzing your data in Microsoft Excel, Google Sheets & ChatGPT, then look no further. I will use advanced formulas, macros, PivotTables and PivotCharts to streamline how you handle your data. A few of my past projects include creating a staff scheduling tool, automatically reformatting survey results, and developing dashboards of performance measures. Lets talk and see how I can solve your data problems!Expert in transcribing, subtitling, and translating. I have worked on many transcription projects. I am experienced and proficient in different niches ranging from medical to entertainment. I'm highly dedicated towards my work and delivering the best services to my clients is always my priority. I always put my maximum effort into my work to boost the final outcome. Are you facing any kind of difficulty with MICROSOFT EXCEL or GOOGLE SHEETS? Do you need help with Excel formulas, Data Analysis or Data Visualization? Don’t Worry. I can get you a solution and explanation! Expert level services: • VBA and Macro • Data Analysis • Dynamic Dashboard • App Script • User Forms • Easy to Advance Formula and Function • Pivot Table, Chart, and Graph • Custom Conditional Formatting • Data Validations (Depended drop-down list) • Finding and Removing Duplicate • Help to Solve errors in Microsoft Excel and Google Spreadsheet Formula • Breaking, Removing Password • Data Cleaning and manipulation • Sorting and Filtering • Merging and Splitting • Consolidation and Manipulation of raw data • Optimize file speed • Excel Data Entry, PDF Conversion to Excel
Muhammad S. has worked .
$20/hr
$400+ earned
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Hi, I'm Michael Mmbaya, an experienced IT Support Specialist and Cloud (GCP) Support with vast experience supporting businesses both locally and internationally. I specialize in providing reliable technical support, cloud-based data solutions, and bookkeeping services to individuals, startups, and small organizations. What I Offer: 1. IT Support: Troubleshooting, Configurations, and end user support across hardware, software, and networks. 2. Google Cloud Platform (GCP): Data ETL, Automation, Django App Deployment, Cloud Workflows, Security and Support with GCP Services such as BigQuery, Cloud Functions, Load Balancing, GKE.... 3. Data Engineering Support: Data cleaning, processing, automation using scripts (Python, Google Apps Script), and GCP tools and Services. 4. Bookkeeping Services: Accurate recording, reconciliation, and reporting of financial data for small businesses and freelancers. e.g. Quick Books Online(QBO) Why Work With Me? Detail oriented & dependable, quick turnaround prioritizing meeting deadlines, comfortable working with diverse industries: tech, agriculture, and business Above all I value clear communication and client satisfaction.
Michael M. has worked .
Arslan A.
$50/hr
100% Job Success
$30K+ earned
Available now
Offers consultations
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📢Marketing performance depends on data. Wrong tracking signals cost you real ad spend. As a GA4 & Server-Side Tracking specialist, I help e-commerce and SaaS teams fix conversion data so Meta, Google, and TikTok optimize for buyers, not browsers. I combine a Master's in Business Analytics with hands-on implementation across 40+ projects, not just tagging, but full measurement architecture: server-side containers (Stape), first-party data pipelines, Consent Mode v2, and cross-platform attribution. Most tracking freelancers set up tags. I build the system your ad spend depends on. 🛠 What I can help you with: • GA4 setup, audits & cleanup (event validation, data layer, cross-domain) • Google Tag Manager - browser & server-side (Stape) container architecture • Ecommerce tracking (Shopify, WooCommerce, custom stacks) • Google Ads conversions & Enhanced Conversions • Meta Pixel & Conversions API (deduplication, EMQ improvement) • TikTok, Pinterest, LinkedIn, Snapchat, Reddit Conversions APIs • Microsoft/Bing Ads conversion tracking • Call conversion tracking (Avanser, CallTrackingMetrics, CallRail) • GDPR & Consent Mode v2 (Cookiebot, CookieYes, OneTrust) • Attribution & UTM frameworks • Looker Studio dashboards & BigQuery reporting 📈 What clients typically see after implementation: • 20–50% more Meta-attributed sales • 13–21% more Google Ads-attributed sales • Lower CAC and more stable ROAS • Numbers that align between GA4, Shopify, and ad platforms Certified: Google Analytics Individual Qualification | Stape Server-Side Tagging | Microsoft Certified Professional Top Rated on Upwork · 5.0 rating · 40+ completed projects Send me a message describing your tracking setup and I'll tell you exactly where the gaps are usually within a few hours. Keywords : Tracking and analytics expert,GA4, Google Analytics 4, GA4 Setup, GA4 Audit, Conversion Tracking, Google Tag Manager, GTM, Server Side Tracking, Meta Pixel, Facebook Pixel, Conversions API, CAPI, Google Ads Conversion Tracking, Bing Ads conversion tracking, Snapchat , Pinterest, Tiktok , Enhanced Conversions, Ecommerce Tracking, Shopify Tracking, Attribution, UTM Framework, Funnel Tracking, Cross Domain Tracking, Consent Mode v2, First Party Data, Event Match Quality, Marketing Analytics, Looker Studio
Abdallah M.
$75/hr
100% Job Success
$1K+ earned
Available now
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🧠 𝗜 𝗯𝗿𝗶𝗱𝗴𝗲 𝘁𝗵𝗲 𝗴𝗮𝗽 𝗯𝗲𝘁𝘄𝗲𝗲𝗻 𝗰𝘂𝘁𝘁𝗶𝗻𝗴-𝗲𝗱𝗴𝗲 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 𝗮𝗻𝗱 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲-𝗚𝗿𝗮𝗱𝗲 𝗿𝗲𝗹𝗶𝗮𝗯𝗶𝗹𝗶𝘁𝘆. I am not just a developer; I am a 𝙎𝙚𝙣𝙞𝙤𝙧 𝘼𝙄 𝘼𝙧𝙘𝙝𝙞𝙩𝙚𝙘𝙩 𝙖𝙣𝙙 𝙛𝙤𝙧𝙢𝙚𝙧 𝙋𝙬𝘾 𝘿𝙞𝙧𝙚𝙘𝙩𝙤𝙧 with over 12 years of experience leading data science teams and delivering complex machine learning solutions for Fortune 500 clients, Federal agencies, and startups. If you are looking to build scalable AI systems, integrate LLMs into your business processes, or require high-level strategy to navigate the AI landscape, I bring the rigorous standards of Big 4 consulting combined with the agility of a technical founder. 𝐖𝐡𝐚𝐭 𝐈 𝐁𝐫𝐢𝐧𝐠 𝐭𝐨 𝐘𝐨𝐮𝐫 𝐏𝐫𝐨𝐣𝐞𝐜𝐭: - Executive-Level Expertise: As a former Director of AI & Analytics at PwC, I understand how to align technical code with business KPIs. I don't just build models; I build solutions that drive revenue and efficiency. - Deep GenAI & LLM Mastery: Expertise in RAG (Retrieval-Augmented Generation), Prompt Engineering, Fine-tuning, and Agent-based workflows using OpenAI, Anthropic, and open-source models. - Full-Spectrum Data Science: My background spans the entire data lifecycle-from complex ETL and Data Engineering (SQL/NoSQL) to advanced Deep Learning, NLP, and Graph Theory. - Academic Rigor: With a background from Carnegie Mellon University (CMU) and experience as an Adjunct Professor, my work is grounded in solid mathematical and architectural principles. 𝐂𝐨𝐫𝐞 𝐂𝐨𝐦𝐩𝐞𝐭𝐞𝐧𝐜𝐢𝐞𝐬 & 𝐒𝐞𝐫𝐯𝐢𝐜𝐞𝐬: 🚀 Generative AI & LLM Integration - Building custom RAG pipelines to let AI chat with your company data. - AI Agents and automation workflows (LangChain, AutoGPT). - Fine-tuning LLMs for specific industry verticals. 🤖 Advanced Machine Learning & NLP - Natural Language Processing (Entity Recognition, Sentiment Analysis, Topic Modeling). - Deep Learning (RNNs, LSTMs, CNNs) for complex prediction tasks. - Recommendation Systems (Collaborative Filtering, Graph-based similarity). 📊 Data Strategy & MLOps Designing scalable AI architecture. Auditing existing codebases for efficiency and scalability. Translating vague business requirements into technical roadmaps. 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐒𝐭𝐚𝐜𝐤: AI/ML: Python, TensorFlow, PyTorch, Keras, Scikit-Learn, Spacy, LangChain, OpenAI API, Hugging Face. Data Engineering: Pandas, NumPy, SQL, Graph Databases (Neo4j), Vector Databases (Pinecone, Milvus). Visualization & BI: Tableau, PowerBI, D3.js, Jupyter. Backend & Deployment: Docker, AWS, Azure, Flask/FastAPI. 𝙒𝙝𝙮 𝘾𝙝𝙤𝙤𝙨𝙚 𝙈𝙚? Most freelancers can write a script. I engineer systems. My career has been built on solving the "impossible" problems for massive organizations like the Federal Reserve, HP, and major healthcare providers. Whether you are a startup needing a technically sound MVP or an enterprise needing a complete AI overhaul, I deliver code that is clean, documented, and production-ready. 𝗟𝗲𝘁’𝘀 𝗱𝗶𝘀𝗰𝘂𝘀𝘀 𝗵𝗼𝘄 𝘄𝗲 𝗰𝗮𝗻 𝗹𝗲𝘃𝗲𝗿𝗮𝗴𝗲 𝗔𝗜 𝘁𝗼 𝘁𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺 𝘆𝗼𝘂𝗿 𝗯𝘂𝘀𝗶𝗻𝗲𝘀𝘀.
Mintu R.
$15/hr
97% Job Success
Available now
Offers consultations
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🚀𝐐𝐔𝐈𝐂𝐊 𝐑𝐄𝐒𝐏𝐎𝐍𝐒𝐄 ⇋ 🎖️ 5 𝐘𝐄𝐀𝐑𝐒 𝐎𝐅 𝐄𝐗𝐏𝐄𝐑𝐈𝐄𝐍𝐂𝐄 I’m Mintu Ray, a 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐞𝐝 Google Ads Expert & Web Analyst with 𝟓+ 𝐲𝐞𝐚𝐫𝐬 𝐨𝐟 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞 helping businesses implement clean, scalable, and conversion focused advance tracking systems. I specialize in Google Ads, Google Analytics 4, Google Data Studio, Looker Studio, Google Tag Manager (web & server side), Pixel & conversion API, and accurate ad conversion tracking to ensure your business decisions are powered by real, actionable data, not guesswork. I also provide technical and campaign level support for Google Ads. 📌 SKILLS & EXPERIENCE: ↳ Google Ads Setup and Optimization ↳ Google Ads PPC Audit and Management ↳ Pay Per Click Campaign Setup and Management ↳ Google Analytics 4 (Setup, Migration, Enhanced Measurement, Debugging) ↳ Google Tag Manager Setup & Fix ↳ Client & Server Side tracking using Stape. io & GCP ↳ Server side tagging with event deduplication (Meta Pixel or Google Analytics 4) ↳ Conversion tracking for Google Ads, Meta Pixel & CAPI, Bing, LinkedIn, TikTok ↳ Custom event tracking via JavaScript, dataLayer, and GT ↳ Looker Studio reporting dashboards & BigQuery based insight ↳ Cookie Consent & Compliance with GDPR, CCPA (Consent Mode v2, Cookiebot, OneTrust, etc) ↳ Cross domain, iframe, Calendly, Typeform tracking, and any other form. ↳ Enhanced conversions, dynamic remarketing, and CRM based offline conversion setup ✪ SERVICE I PROVIDE: - Google Analytics 4 (GA4) setup - Google Analytics 4 audit, debugging, and reporting - GA4 custom dashboard creation - GA4 Reporting & Analysis ​​- Google Ads Conversion Tracking - Cross Domain Tracking - Advanced eCommerce & lead conversion tracking (Shopify, WooCommerce, Custom CMS) - Enhanced Ecommerce Tracking Setup - Facebook Pixel Conversion API setup or Meta Pixel Conversion API setup - Bing or Microshort Conversion tracking - TikTok Pixel Conversion API setup - Pinterest Pixel Conversion API - LinkedIn Pixel Conversion API - Cross domain Tracking - Booking Form Tracking - iframe tracking with consent aware tag firing - Custom JS Integration - Custom Datalayer Implementation - Enhanced conversions, UTM persistence, and cookie duration fixes - Server side tagging via Stape. io & GCP for clean attribution - Cookie Banner Setup or Setup Google Cookie Consent Mode v2 - Looker Studio dashboard creation & BigQuery reporting pipelines - GA4 + Google Ads linking for remarketing, audience insights, and ROAS optimization ✪ GOOGLE ADS SERVICE: ⇾ Google Ads setup and management ⇾ Google Ads audits and issue fixing ⇾ Google Ads conversion tracking setup (standard & enhanced) ⇾ GA4 and Ads integration for accurate attribution ⇾ Campaign setup & management (Search, Display, Remarketing) ⇾ First party data tracking and CRM mapping for offline conversion imports ⇾ Dynamic remarketing and audience tracking using GA4 signals 🏭 INDUSTRIES I WORK WITH: ​​- Ecommerce - SaaS - Lead Generation - Real Estate - Legal Services - Healthcare & Medical - Education & Elearning - Finance & Insurance - Media & Publishing - Health & Wellness - Event & Booking-Based Businesses - Marketplaces & Platforms - Agencies & Freelancers - Local Services - Tech Startups ☞ WHY CHOOSE ME: ✓ Built for marketers, technically deep, business smart ✓ Clean & modular GTM structure, reusable and scalable ✓ Quick response, proactive updates, and post project support ✓ Real world troubleshooting experience (cross domain, deduplication, server side) ✓ Trusted by freelancers, agencies, and direct clients ✓ Fully documented delivery, no black box tracking ✓ I track what matters, actions that drive growth 🎯 Need accurate tracking, better attribution, or a results focused Ads setup? 🛠️ Let’s fix your measurement foundation and turn your analytics into real business outcomes. 𝐖𝐞𝐛 𝐀𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 + 𝐆𝐨𝐨𝐠𝐥𝐞 𝐀𝐝𝐬 = 𝐁𝐞𝐭𝐭𝐞𝐫 𝐑𝐎𝐈. I do both with precision. From setup to scale, I handle it all, and I don’t mind a 𝐟𝐫𝐞𝐞 𝟑𝟎 𝐦𝐢𝐧𝐮𝐭𝐞 𝐜𝐡𝐚𝐭 𝐞𝐯𝐞𝐧 𝐢𝐟 𝐰𝐞 𝐝𝐨𝐧’𝐭 𝐰𝐨𝐫𝐤 𝐭𝐨𝐠𝐞𝐭𝐡𝐞𝐫. 📩 Send me a message or invite me to your job today!
Baris A.
$60/hr
100% Job Success
$30K+ earned
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I build LLM data pipelines, forecasting models, and production APIs for founders and small teams. From one-time analysis to product-grade systems. I co-founded a market-data startup, where I built an NLP pipeline that labels 1.5M+ news articles and shipped a production API. My research on LLM rerankers was accepted at SIGIR 2026, a leading conference for search and ranking systems. I also maintain open-source LLM tools, including a LangGraph agent CLI on PyPI and a local RAG tool with page-cited answers. I have a strong track record in: • LLM data pipelines: classification, labeling, sentiment scoring, and extraction • Production ML systems and APIs (FastAPI, Docker, AWS, Google Cloud, BigQuery) • Forecasting models for sales optimization and budget planning • Dashboards and decision tools • CRM data analysis (HubSpot, Zoho) • RAG systems and LLM agents (LangGraph), with testing and evaluation Founders and team leads typically work with me to: • Replace manual labeling, tagging, or reporting work with automated LLM pipelines • Add an AI feature to an existing product and make it reliable enough to ship • Build forecasting models on transaction, sales, or CRM data • Extract insights from complex data such as transactions, call records, and multi-source attributions • Turn an LLM prototype into a tested, deployed system I have 3+ years of freelance experience and 5+ years of hands-on data science and analytics. I've worked directly with founders and small teams, and delivered 40+ projects with a 100% success rate. I hold a Master's in Computer Science and a bachelor's degree in business, and I conduct applied research in machine learning for finance and NLP. What previous clients say: "Baris will always be the #1 choice in his category. Great guy. 10/10." "One of the best freelancers I've worked with. He understood quickly what I was trying to build." For larger projects, my usual structure is a short paid discovery to map the problem and the data, then a fixed-price build with clear milestones, so the budget is known before the work starts. Ongoing support is optional after that. If you have an LLM or data problem that needs to work reliably in production, feel free to send a message. I'll be happy to take a look.
Baris A. has worked .