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aleksandra doni

@aleksandradoni

AI Engineer at Raiffeisen Bank who automated call evaluation for 6,700 monthly calls.

Albania
Message

At Raiffeisen Bank, I built an AI voice-call evaluation pipeline that transcribes customer calls and scores them against the official communication script using RAG and agentic logic. It evaluates about 6,700 calls a month and replaced a manual process that covered only the longest calls.

I also independently designed and delivered a KYC document translation system that keeps sensitive documents inside the bank’s Azure environment, reducing costs by more than 95%. For collections, I led development and production deployment of a scorecard combining XGBoost and a neural network to help prioritize customer outreach.

Experience

Work history, roles, and key accomplishments

Raiffeisen Bank logoRB
Current

Data Scientist / AI Engineer

Dec 2023 - Present (2 years 11 months)

Built an end-to-end AI voice-call evaluation system that transcribes and scores customer calls using Azure Speech-to-Text, RAG, and agentic logic, replacing a manual process and improving agent behavior. Also delivered a KYC document translation system and led development of collection and house price prediction models.

CS

Data Science Internship

Crystal System

Oct 2022 - Dec 2022 (2 months)

Completed a data science internship at Crystal System in Bucharest, Romania.

CS

Internship

Cyberllence Inovatie SRL

Mar 2022 - Jun 2022 (3 months)

Completed an internship at Cyberllence Inovatie SRL in Bucharest, Romania.

FI

Accountant

FinTech

Apr 2021 - May 2022 (1 year 1 month)

Worked as an accountant at FinTech in Bucharest, Romania.

Education

Degrees, certifications, and relevant coursework

Bucharest University of Economic Studies logoBS

Bucharest University of Economic Studies

Bachelor's Degree, Economic Cybernetics

2019 - 2023

Studied Economic Cybernetics, covering statistics, econometrics, time series, SQL, Oracle database design, OOP, and algorithms. Thesis on cryptocurrency analysis using the Box-Jenkins method in R.

RB

Raiffeisen Bank

Raiffeisen Bank Key Academy 2023, Generative AI in Financial Services

Completed the Embracing Generative AI: Unlocking Opportunities in Financial Services program as part of the Raiffeisen Bank Key Academy 2023.

Databricks logoDA

Databricks

Generative AI Fundamentals, Generative AI

Completed the Generative AI Fundamentals certification from Databricks.

Databricks logoDA

Databricks

Databricks Lakehouse Fundamentals, Data Engineering

Completed the Databricks Lakehouse Fundamentals certification from Databricks.

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