Tomasz Tkaczyk profile photo

Tomasz Tkaczyk

Software Engineer by training, AI/ML engineer by heart | ex-IBM | AI & NLP & Data Viz

Germany
500+ connections
Tomasz Tkaczyk on LinkedIn

Updated 7 months ago

10+

Years Experience

5

Roles

82

Skills

2

Education

About

I'm a data-driven problem solver with a passion for building intelligent systems that (sometimes) make the world a better place. Software engineer by training and data scientist by heart. With a solid background in machine learning, data analysis, and software engineering, I specialize in developing data-intensive applications that deliver measurable results. As a data engineer, I can build robust software to mine, cleanse, wrangle, integrate, and store data in a database. I have also experience in business intelligence, analytics, and data visualization. As a data scientist, I've applied my skills to a wide range of projects, from natural language processing to computer vision. I'm always eager to take on new challenges and explore cutting-edge technologies that can drive innovation and growth. Whether you're looking for a team player who can lead by example, a creative thinker who can turn data into actionable insights, or a software developer who can turn ideas into reality, I'm the right candidate for the job. Key competencies: - Python, JavaScript & Java programming - Data Engineering - Machine Learning - Cloud computing Technologies: Flask, Celery, Apache Kafka, Node.js, Firebase, Apache Spark, Django, Express LLMs, NLP, Embeddings, Vector Databases, Tokens, LLMOps, RAG, GPUs, GPTs, FMs, LMM, GAN, Fine-Tuning, LoRa, Prompts, Alignment Pandas, Numpy, Sklearn-learn, Bokeh, Matplotlib, Tableau, Apache Airflow, Apache MLflow, Exel, Pytorch, Numpy, SQL, SageMaker, Tensorflow, D3.js, Kubernetes, AWS, IBM Cloud AWS Redshift, S3, DynamoDB, Redis, MongoDB, Solidity, ArduPilot, A/B Testing, Google Analytics, Adobe Analytics, Git Follow me on Medium: https://medium.com/@tom_t

Experience (5 roles)

F

AI & ML Consultant

Current

Freelance

Jan 2023 - Present · 2 yrs 9 mos·Remote

Consulting in the domain of GenAI and LLMOps, delivering custom AI app development services with a focus on advanced language models. I provide strategic consulting and hands-on development, transforming ideas into feasible solutions. My expertise includes: AI Strategy & LLMOps: Advising on AI inte...

DoiT International · Full-time

Software Engineer - Data & AI

Current

DoiT International · Full-time

Aug 2021 - Present · 4 yrs 2 mos·EMEA

- Delivered and maintained critical ETL pipelines processing ~10TB of AWS billing data per month (SQL, Apache Beam, Numpy) - Proposed the idea and led the implementation of customized internal dashboards/admin panels that automated countless hours of manual work (1/2 FTE), as they are used daily by...

Axel Springer SE · Full-time

Software & Data Engineer

Axel Springer SE · Full-time

Aug 2020 - Aug 2021 · 1 yr 1 mo·Berlin, Germany · Hybrid

- development of a Topic Detection and Tracking method combining NLP and deep learning with unsupervised document clustering - implemented a dozen Slack bots in JavaScript and AWS Lambda delivering data-driven insights to editorial teams While working full-time as a grad student I've finished and ...

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Education (2)

Freie Universität Berlin

Freie Universität Berlin

2018 - 2021

Grade: GPA 3.7 / Endnote 1.3 Joint-Degree between Humbold, Technische and Freie Universität Berlin. Coursework: Machine Learning, Data Visualisation, Data Integration, Big Data Analytics, Data-driven Business, Enterprise Computing Master Thesis

Technische Universität Berlin

Technische Universität Berlin

2014 - 2017

Activities and societies: - Mentored younger Medieninformaitk colleagues as a part of the faculty-wide program Joint-Degree between Technische and Freie Universität Berlin. Coursework: Algorithms and Data Structures, Web technologies, Linear Algebra, Advanced Multivariate Calculus, Statistics, Media Science Bachelor Thesis: "Design, Development, and Evaluation of a Voice User Interface for Queries on semistructured Data"

Skills (82)

Big DataData AnalysisMLOpsAnalytical SkillsWeb AnalyticsData IntegrationKubeflowAI VertexComputer ScienceData MiningETLLarge Language Models (LLM)PythonRedisDockerMariaDBPandasDaskKubernetesIBM CloudSlackJavaScriptAWSLambdaNode.jsAngularMongoDBApache AirflowCloudFormationIAMECSTableauGoogle AnalyticsOptimizelyCloud ComputingMachine LearningCybersecurityAlgorithmsData ScienceForecastingDeep LearningFlaskAmazon RedshiftSageMakerMySQLApache BeamPlotlyFastAPICloudKubeflowLinearRangePythonJavaScriptJavaCloudFlaskApache KafkaNode.jsFirebaseApache SparkDjangoPandasBokehMatplotlibTableauApache AirflowMLflowMySQLSageMakerTensorFlowKubernetesAWSIBM CloudDynamoDBRedisMongoDBSolidityGoogle AnalyticsGitMedium
Certifications (2)

Google Cloud Professional Machine Learning Engineer

Google

Deep Learning Nanodegree

Udacity

Languages (2)
English(Full professional proficiency)German(Full professional proficiency)

Frequently Asked Questions

What is Tomasz Tkaczyk's current role?
Tomasz Tkaczyk is currently working as AI & ML Consultant at Freelance.
Where did Tomasz Tkaczyk study?
Tomasz Tkaczyk studied Master of Science - MS, Computer Science & Media at Freie Universität Berlin. They have 2 education entries on their profile.
What skills does Tomasz Tkaczyk have?
Tomasz Tkaczyk's top skills include Big Data, Data Analysis, MLOps, Analytical Skills, Web Analytics. They have 82 skills listed on their profile.
Where is Tomasz Tkaczyk based?
Tomasz Tkaczyk is based in Germany.

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