Alex Kalinin

ML Engineer

https://talent.gravityer.com/alex-kalinin

Engineering Manager, AI / ML, Ads / Privacy

Key Strengths

Extensive leadership experience in AI/ML and Big Data across multiple companies, including Meta, Sizmek, and Yahoo!
Proven track record in building and managing large-scale machine learning products and infrastructure (e.g., 100+ billion requests/day, 100+ PBs of data, 1000s-node Hadoop/Spark clusters).
Strong background in Computer Vision, fraud detection, marketing optimization, and site classification.
Experience with full machine learning toolkit, including convolutional neural networks and unsupervised algorithms.
Master's degree in Physics from a reputable institution.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate has a history of working in dynamic, high-growth environments (startups like home.ai, CloudLeaps, Coincident TV, and large tech companies like Meta, Yahoo!). Their experience spans various domains including advertising, smart home systems, gaming, and big-data collaboration, suggesting adaptability and a broad interest in applying AI/ML. The consistent leadership roles indicate a preference for impactful, strategic positions. However, the target role is 'ML Engineer' which is typically an individual contributor role, while the candidate's recent experience is heavily management-focused. This could indicate a potential mismatch in role expectations or a desire to transition back to a more hands-on technical role, which is not explicitly stated.

Soft Skills & Operational Fit

The candidate demonstrates strong leadership, communication, and agile methodologies skills through their various VP and Engineering Manager roles. Their experience in designing efficient development pipelines and managing cross-functional teams indicates a solid operational fit for senior leadership within an engineering organization. The descriptions highlight an ability to manage complex projects and deliver business value.

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Assessing your cultural and operational fit

Top Skills

Data AnalysisLeadershipCommunicationAgile MethodologiesSoftware Development Life Cycle (SDLC)IT StrategyStrategyC++Computer VisionDistributed SystemsProduct ManagementMachine LearningCloud ComputingScalabilityContinuous IntegrationAnalyticsStrategic PlanningBusiness DevelopmentBusiness IntelligenceScrumBusiness StrategyProduct DevelopmentPythonJavaRelational DatabasesSQLMysqlHadoopLinuxTensorFlowEnterprise SoftwareManagementData scienceBig Data AnalyticshiveDeep LearningNumpyPandasartificial neural networksNeural NetworksScikit LearnBayesian statisticsbayesian-inferenceProduct Strategy

Skills

Experience

Key Strengths

Extensive leadership experience in AI/ML and Big Data across multiple companies, including Meta, Sizmek, and Yahoo!
Proven track record in building and managing large-scale machine learning products and infrastructure (e.g., 100+ billion requests/day, 100+ PBs of data, 1000s-node Hadoop/Spark clusters).
Strong background in Computer Vision, fraud detection, marketing optimization, and site classification.
Experience with full machine learning toolkit, including convolutional neural networks and unsupervised algorithms.
Master's degree in Physics from a reputable institution.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Alex Kalinin

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Education

Experience

Key Strengths

Cultural & Operational Fit