Hi there! ๐
During last 7 years, I helped many researchers to conduct statistical analysis, find interesting insights and interpret them correctly, as well as carefully prepare their papers to the publication. Conducted analysis across various fields โ medicine, psychology, economics, ecology, genetics. I can always clearly explain, what I am doing and why I think this is the way to do it. If you need actual results, accurate and useful โ write me!
๐ Expert in statistics, research methodology, bioinformatics
๐ Skilled with R, Python, SQL, SPSS, Stata, Excel
๐ Deep understanding of regression, time-series, survival analysis
๐ Never missed a deadline
Data Analytics
Data Analysis
Data Cleaning
Data Science
Statistical Analysis
R
Python
Data Visualization
Time Series Analysis
Regression Analysis
Stata
Machine Learning
Time Series Forecasting
Survival Analysis
Econometrics
Sergi J.
Tbilisi, Georgia
$75/hr
5.0
13 jobs
I build data systems end to end: ETL pipelines, web scrapers, dashboards, and AI-powered search (embeddings, vector databases, RAG).
10+ years in data science and engineering, most of it at Bank of Georgia โ Airflow-based ETL and migration pipelines, credit risk models (xgboost), NLP for customer feedback analysis, and full-stack internal tools (Flask, Django, React). Earlier, I optimized 24/7 call distribution for Georgia's national emergency center using queueing theory.
On Upwork: 11 completed jobs, 5.0 rating, 800+ hours, $60K+ earned. Projects include a kNN vector search system, a large-scale hashing & clustering pipeline (AWS, Postgres), real-time trading dashboards (Dash, Bokeh), and Selenium-based data collection. A client wrote: "He demonstrated his expertise in using Python and Selenium for real-time data collection... His user interface design was intuitive."
What I take on:
โข Data pipelines & ETL โ Airflow, Python, Postgres, AWS
โข Web scraping & monitoring โ Selenium/Playwright, scheduled jobs with alerts
โข Dashboards โ Dash, Bokeh, real-time data visualization
โข AI search & retrieval โ vector databases, embeddings, RAG over your documents or data
MSc in Mathematics. I write simple, explicit code that someone else can maintain โ no clever abstractions. I respond fast and deliver working systems, not prototypes.
Machine Learning
Python Scikit-Learn
Python
Flask
SQL
SQLAlchemy
Python Numpy FastAI
Python Script
Python Asyncio
SQL Programming
Elene M.
Tbilisi, Georgia
$15/hr
5.0
9 jobs
Need clearer financial reports, a reliable Excel model, or a dashboard that turns raw data into actionable business decisions?
Iโm a Financial & Data Analyst with over 5 years of experience in financial planning and analysis, budgeting, forecasting, management reporting, accounting, and audit.
My professional background includes Deloitte and I recently completed a Masterโs in Business Analytics. I combine strong financial knowledge with Excel, Power BI, SQL, Python and Tableau to help businesses organize their data, improve reporting, and make better decisions.
I can help you with:
โ Budgeting, forecasting and variance analysis
โ Financial modeling and cash flow forecasting
โ Excel dashboards, PivotTables and Power Query
โ Power BI dashboards and KPI reporting
โ SQL data extraction and analysis
โ Python data cleaning, analysis and reporting
โ Financial statement analysis and journal entry review
โ Management accounting and monthly reporting
โ Cost-benefit, profitability and spend analysis
โ Bookkeeping review and data reconciliation
Why work with me?
โข Top Rated freelancer with 100% Job Success
โข Over 5 years of finance and accounting experience
โข Previous audit experience at Deloitte
โข Masterโs degree in Business Analytics
โข 8 out of 13 ACCA exams completed
โข Detail-oriented, reliable, and deadline-focused
โข Clear and professional communication
I am available to start immediately and can support short-term projects, one-time assignments, or ongoing financial and analytical work.
Letโs turn your financial and operational data into clear reports, useful dashboards, and better business decisions.
Data Analysis
Accounting Basics
Microsoft Excel
Financial Audit
Financial Accounting
Financial Reporting
Budget Proposal
Microsoft Word
Financial Report
Financial Management
Managerial Finance
Business
Financial Modeling
SQL Programming
Microsoft Power BI
Giorgi K.
Tbilisi, Georgia
$50/hr
4.9
59 jobs
I engineer institutional-grade algorithmic trading systems that combine quantitative finance, deep learning, and real-time market intelligence.
WHAT I BUILD
โก End-to-End Trading Bots
Full pipeline: signal generation โ order execution โ risk management
Exchange integration: Kraken, Interactive Brokers, Binance, Bybit APIs
Low-latency execution via REST & WebSocket connections
Multi-asset support: crypto, equities, futures, forex
๐ง AI/ML-Driven Alpha Generation
Deep Reinforcement Learning agents (PPO, A2C, SAC) for adaptive strategy optimization
LSTM/Transformer models for price trajectory forecasting
Ensemble methods: XGBoost, LightGBM, Random Forest for feature-rich prediction
Online learning systems that adapt to regime changes
๐ฐ Real-Time News & Sentiment Alpha
Live news ingestion from Bloomberg, Reuters, Twitter/X, Reddit, Telegram
NLP pipelines: FinBERT, GPT-based sentiment extraction
Event-driven trading: earnings, FOMC, CPI, geopolitical triggers
Alternative data integration: social sentiment scores, fear & greed indices, on-chain metrics
๐ Quantitative Research & Backtesting
Walk-forward optimization with out-of-sample validation
Monte Carlo simulations for strategy robustness
Realistic market microstructure modeling (slippage, partial fills, latency)
Statistical edge validation: Sharpe, Sortino, Calmar, max drawdown analysis
TECHNICAL ARSENAL
Languages: Python, R, SQL, MQL5
ML/DL: PyTorch, TensorFlow, scikit-learn, stable-baselines3
NLP: HuggingFace Transformers, spaCy, FinBERT, LangChain
Data: pandas, NumPy, Polars, Apache Kafka, TimescaleDB
Backtesting: Backtrader, VectorBT, QuantConnect, Zipline
Execution: ccxt, ib_insync, Alpaca API
Infra: Docker, AWS, GCP, Redis, PostgreSQL
Viz: Power BI, Plotly, Streamlit dashboards
MY DEVELOPMENT PROCESS
Phase 1 โ Strategy Discovery & Alpha Research
Phase 2 โ Feature Engineering & Model Development
Phase 3 โ Rigorous Backtesting & Stress Testing
Phase 4 โ Paper Trading Validation
Phase 5 โ Live Deployment with Kill Switches & Risk Controls
Phase 6 โ Continuous Monitoring & Model Retraining
CREDENTIALS
๐ PhD in Statistics & Data Science ๐ฆ 10+ years in quantitative finance ๐๏ธ Former Team Lead โ National Bank of Georgia ๐ผ Institutional experience: TBC Bank, IFC, hedge funds ($500M+ AUM) โญ Top Rated on Upwork | 5-Star Client Feedback
IDEAL PROJECTS
โ Custom trading bot development (crypto, stocks, futures) โ RL-based portfolio optimization agents โ Sentiment-driven trading systems โ Existing strategy automation & optimization โ Quant research & alpha discovery โ High-frequency data pipeline architecture
Data Analysis
Deep Learning
Mathematics
Python
AWS Development
Trading Strategy
Trading Automation
Cryptocurrency Trading
Financial Trading
Bot Development
Online Financial Trading
AI Trading
AI Bot
TradingView
API Integration
Aleksandra S.
Tbilisi, Georgia
$85/hr
5.0
19 jobs
Over the past 5 years, I have built data systems for businesses across the US, Europe, and UK that have become central to their daily operations. Backed by a summa cum laude Master's degree in Economics and Data Analysis, I bring rigorous analytical foundations to every system I build.
โฆ ๐๐ถ๐ฟ๐๐ฎ๐ฏ๐น๐ฒ, ๐๐ผ๐ผ๐ด๐น๐ฒ ๐ฆ๐ต๐ฒ๐ฒ๐๐, ๐ฎ๐ป๐ฑ ๐๐ ๐ฐ๐ฒ๐น solutions that make your life easier. From product lifecycle management system to nation-wide election monitoring infrastructure, I create reliable, user-friendly tools that your entire team can use confidently.
โฆ ๐๐๐๐ผ๐บ๐ฎ๐๐ถ๐ผ๐ป ๐ฎ๐ป๐ฑ ๐ถ๐ป๐๐ฒ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป that eliminates manual work. From Google Apps Script and Zapier to Make and n8n, I connect your tools so data flows automatically, whether that's creating a Google Calendar event the moment an Airtable record is created, generating a branded PDF from a form submission, or syncing Shopify with your operations database.
โฆ ๐ฅ๐ฒ๐๐ฒ๐ฎ๐ฟ๐ฐ๐ต ๐ฎ๐ป๐ฑ ๐ฎ๐ป๐ฎ๐น๐๐๐ถ๐ with insights that make sense. I deliver insights that have tangible value, ranging from cost-benefit analyses that inform million-dollar decisions to verifying financial models and reviewing academic research methodology.
โฆ ๐๐ฎ๐๐ฎ ๐๐ถ๐๐๐ฎ๐น๐ถ๐๐ฎ๐๐ถ๐ผ๐ป that tells your story. Transform boring numbers into compelling narratives that users actually understand and act upon, including professional presentations, social media posters and infographics published in business magazines.
โฆ ๐ง๐ฟ๐ฎ๐ถ๐ป๐ถ๐ป๐ด that sticks. Over 500 delivered lectures and workshops to wide audiences, ranging from undergraduate students to mid-career professionals, prove I can not only analyze data but teach your team to do it themselves.
PROJECT HIGHLIGHTS:
โฃ ๐๐ณ๐ข๐ช๐ฏ๐ช๐ฏ๐จ ๐๐ฑ๐ฆ๐ณ๐ข๐ต๐ช๐ฐ๐ฏ๐ด ๐๐ข๐ต๐ข๐ฃ๐ข๐ด๐ฆ
Replaced a manual Google Sheets workflow with a full Airtable base for a training organization in the UK. Automated Google Calendar event creation, trainer invitations, booking confirmations, certificate generation, and invoice tracking. Staff now manage everything through clean Interfaces without touching the underlying data.
โฃ ๐๐ณ๐ฐ๐ฅ๐ถ๐ค๐ต ๐๐ช๐ง๐ฆ๐ค๐บ๐ค๐ญ๐ฆ ๐๐ข๐ฏ๐ข๐จ๐ฆ๐ฎ๐ฆ๐ฏ๐ต ๐๐บ๐ด๐ต๐ฆ๐ฎ
Contributed to an Airtable PLM system for a clothing brand in the US covering the entire journey from collection design through sample requests, factory reviews, spec adjustments, PO management, and shipment tracking. Over 30 linked tables with clean role-based Interfaces so team members never touch the backend.
โฃ ๐๐ญ๐ฆ๐ค๐ต๐ช๐ฐ๐ฏ ๐๐ฐ๐ฏ๐ช๐ต๐ฐ๐ณ๐ช๐ฏ๐จ ๐๐บ๐ด๐ต๐ฆ๐ฎ ๐๐ณ๐ค๐ฉ๐ช๐ต๐ฆ๐ค๐ต๐ถ๐ณ๐ฆ
Designed and managed a comprehensive Google Sheets ecosystem for Georgia's largest election monitoring mission during the 2024 parliamentary elections. Created an integrated workflow from candidate registration through final deployment: a master registration file that dynamically split into recruiter-specific background check sheets, reassembled with updated statuses, tracked training attendance, distributed observers to polling stations, and handed off data to the election-day analysis team.
โฃ ๐๐ถ๐ข๐ฏ๐ต๐ช๐ต๐ข๐ต๐ช๐ท๐ฆ ๐๐ฆ๐ด๐ฆ๐ข๐ณ๐ค๐ฉ ๐ข๐ฏ๐ฅ ๐๐ฐ๐ญ๐ช๐ค๐บ ๐๐ฏ๐ข๐ญ๐บ๐ด๐ช๐ด
Delivered quantitative research and policy evaluation projects for leading international development organisations in Georgia, including cost-benefit analyses of Georgian capital market reforms for USAID, a multi-criteria analysis decision tool for UNDP, regulatory impact assessments for PwC, market studies for GIZ, data analysis and visualization for an EU agricultural program, an impact assessment of women's entrepreneurship grants for HERA, and a market research of oil products for Abu Dhabi National Oil Company. Methods used across these projects include regression analysis, scenario modelling, sensitivity analysis, and econometric testing, delivered in Python, R, Stata, and Excel.
References available upon request.
Data Analysis
Data Cleaning
Data Interpretation
Statistics
Airtable
Automation
Google Apps Script
Apps Script API
Google Sheets
Data Integration
Data Visualization
Regression Analysis
Survey Data Analysis
Analytical Presentation
Report Writing
Economics
Analytics Dashboard
Microsoft Excel
Python
RStudio
Aleko B.
Tbilisi, Georgia
$15/hr
5.0
10 jobs
Struggling with websites that block your scraper? Need data collected automatically without doing it manually every day? Want your web scraping process to run faster and deliver cleaner results?
I solve exactly these problems.
Whether you need to extract thousands of records from complex sites, automate repetitive data collection, or build a system that monitors and alerts you when new data appears - I build it in Python and it runs on its own.
What clients come to me for:
โ Sites blocking scrapers or showing CAPTCHAs
โ Data scattered across multiple sources that needs consolidating
โ Manual data collection eating up hours every week
โ Raw scraped data that's messy and needs cleaning
โ Need a REST API to deliver scraped data automatically
Tools I use: Python ยท Playwright ยท BeautifulSoup ยท REST API ยท PostgreSQL ยท pandas ยท Apify ยท Google Sheets API
9 jobs completed ยท 5-star rated ยท 50,000+ records delivered ยท CAPTCHA-protected sites handled
Send me your project and I'll tell you exactly how I'd solve it.
Got a complex challenge? I offer a free 15-minute call before you commit to anything.
โ Aleko
Data Analysis
Data Cleaning
Data Mining
Python
Web Scraping
Data Scraping
Data Extraction
Automation
Selenium
Scrapy
API Integration
Web Crawling
Python Script
Browser Automation
REST API
Beautiful Soup
Data Entry
ETL
Data Collection
Lead Generation
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