Open to opportunities

Egor Reviakin

@egorreviakin

Data Analytics Engineer with 6+ years building AWS ETL pipelines, cloud analytics, and NLP research-driven data products.

Israel

Message

What I'm looking for

I’m looking for a role where I can own end-to-end data pipelines and data products—using AWS, SQL/Python, and AI-assisted workflows—to deliver measurable business KPIs with strong engineering practices.

I’m a Data Analytics Engineer with 6+ years of experience building AWS-based ETL pipelines and cloud analytics infrastructure. I bring deep expertise in SQL and Python, plus cloud-native architecture to turn messy data into reliable, automated reporting and decision-ready insights.

At Awegoo LLC, I expanded from dashboard development and ad-hoc SQL into owning the full data lifecycle—from raw data to automated finance, marketing, and sales reports. I built serverless AWS ETL using chained Lambda workflows and Dockerized components for API-driven data delivery, powering daily and weekly reporting systems.

I’m especially proud of productizing a reimbursement gap into a live B2B SaaS (reimb.ro). I engineered a Python + AWS detection system recovering $1,500+/month, and I owned development, product, and go-to-market—connecting analytics work directly to measurable business impact via external seller self-serve.

My background also spans NLP research, where I owned end-to-end LLM workflows: data sourcing, annotation, fine-tuning, model comparison, deployment, and presentation. I co-authored RANLP 2023 work, contributed to a 2025 World Scientific chapter, and focus on shipping production-grade data products with AI-agent-assisted workflows to accelerate delivery and reduce manual effort.

Experience

Work history, roles, and key accomplishments

Data Analytics Engineer

Awegoo LLC

Jan 2021 - Jan 2026 (5 years)

Built AWS serverless ETL pipelines and owned the full company data lifecycle from raw data to automated finance, marketing, and sales reporting. Engineered an automated reimbursement recovery system that became a live B2B SaaS and delivered real-time KPI visibility via automated SQL/Python reporting and Tableau dashboards.

AWS Lambda AWS Glue AWS ECR Docker SQL Python Pandas Airflow Tableau KPI Reporting Claude Code Jira Notion Slack

NLP Research Assistant

Shamoon College of Engineering

Jan 2022 - Jan 2024 (2 years)

Owned the full NLP research lifecycle, including data sourcing, annotation, fine-tuning, model comparison, deployment, and presentation of findings. Co-authored RANLP 2023 and contributed to a 2025 World Scientific book chapter with presentations at IEEE ML in Engineering 2023 and RANLP 2023.

LLM Fine tuning Transformers Token Classification NER Data Annotation geocoding Interactive Maps

Data Analyst

IVI

Jan 2019 - Jan 2021 (2 years)

Built IVI's first end-to-end customer-service analytics from scratch, including Tableau dashboards and automated reporting/KPI monitoring over large-scale data. Authored advanced SQL for multi-dimensional request classification and behavioral analysis, replacing manual recurring reports with automated ones.

Tableau Presto Clickhouse SQL KPI Reporting Customer Behavioral Analysis Data Analytics

Junior Analyst

Glowbyte Consulting

Jan 2018 - Jan 2019 (1 year)

Implemented a data mart for a major Russian bank and authored advanced Oracle SQL queries using window functions and multi-join patterns. Focused on query performance and automation using parallel execution.

Oracle SQL Data Marts Window Functions SQL Joins

Education

Degrees, certifications, and relevant coursework

Shamoon College of Engineering

Master of Science in Software Engineering, Software Engineering

2022 - 2024

Grade: 90+

Activities and societies: Academic excellence scholarship; average grade 90+.

MSc in Software Engineering at Shamoon College of Engineering (2022–2024). Received an academic excellence scholarship with an average grade of 90+.

Bauman Moscow State Technical University

Bachelor of Science in Business Informatics, Business Informatics

2015 - 2019

Activities and societies: Special recognition for grades and sports achievements; group leader for 2 years; letter of appreciation.

BSc in Business-Informatics at Bauman Moscow State Technical University (2015–2019). Earned special recognition for grades and sports achievements and served as a group leader for 2 years.