Maximelian Mumladze Email & Phone Number
Who is Maximelian Mumladze? Overview
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Maximelian Mumladze is listed as Machine Learning Engineer at Tinkoff, based in Moscow, Moscow City, Russian Federation. AeroLeads shows a matched LinkedIn profile for Maximelian Mumladze.
Maximelian Mumladze previously worked as Chief Technology Officer at Recap Llc and Technical Lead at Virsign. Maximelian Mumladze holds Bachelor'S Degree, Computer Science from Moscow Institute Of Physics And Technology (State University) (Mipt).
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About Maximelian Mumladze
Passionate about: C/C++17, C# (Unity), Python 3.7, Rust, Assembler languages.Experienced: Postgres, React, Node.jsI enjoy writing highly efficient code both at low and high level. Fascinated by algorithms and Computer Science theoretical achievements. Pursuing BSc in Computer Science at MIPT, DIHT.
Maximelian Mumladze's current company
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Maximelian Mumladze work experience
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Machine Learning Engineer
Current
Chief Technology Officer
CurrentManaging the development of https://service.recap-meetings.ru (service website), collection of summarization dataset, training and fine-tuning various LLMs, diarization and ASR pipelines, optimization of inference via distillation and pruning, development of real-time transcription, activation, diarization, tone of voice analysis. Managing deployment in k8s clusters using vLLM, postgres-operator.
Technical Lead
- Led a team of 3 engineers developing a solution for industrial Computer Vision for tracking steel slabs, training YOLOv8 and optimizing for inference in Unity, developing an algorithm for slab movement prediction and naming.-Led a team of 4 engineers developing industrial monitoring system, including collecting data from PLCs and sensors to show graphs and other information about industrial appliances, implemented alerting via Telegram, integrated InfluxDB instances into edge and server devices for seamless data transfer and aggregation. Tech stack: C# ASP.NET Core, Typescript, React, fluentd, ELK, Snap7, k8s, Kafka, InfluxDB- Led a team of 3 engineers developing a VCS for AR glasses for industrial use, implementing custom features including AEC (Acoustic Echo Cancellation) in libwebrtc for particular device. Reverse-engineered and recompiled AR glasses android app for better presentation. Tech stack: C# ASP.NET, Unity, WebRTC
Compiler Engineer
Contributed to a neural net compiler, adding a MLIR dialect for conversion into SPIR-V compute shaders and launching via Vulkan, thus decreasing the inference time of some nets by ~30%. Added Constant Folding pass. Fused several kernels. Added several optimizations in MLIR dialects, decreasing memory consumption and execution time of some nets by ~5%
Software Engineer
Built an IIOT solution for monitoring and managing sensor data in AR glasses.
Research And Development Intern
Researched possible applications of Formal Verification in relation to Real-Time Operating Systems.
Teaching Assistant
Reviewed Computer Architecture and Operating Systems tasks.
Maximelian Mumladze education
Bachelor'S Degree, Computer Science
Master'S Degree, Data Science
Frequently asked questions about Maximelian Mumladze
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What company does Maximelian Mumladze work for?
Maximelian Mumladze works for Tinkoff.
What is Maximelian Mumladze's role at Tinkoff?
Maximelian Mumladze is listed as Machine Learning Engineer at Tinkoff.
Where is Maximelian Mumladze based?
Maximelian Mumladze is based in Moscow, Moscow City, Russian Federation while working with Tinkoff.
What companies has Maximelian Mumladze worked for?
Maximelian Mumladze has worked for Tinkoff, Recap Llc, Virsign, Huawei Consumer Business Group, and Acronis.
How can I contact Maximelian Mumladze?
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What schools did Maximelian Mumladze attend?
Maximelian Mumladze holds Bachelor'S Degree, Computer Science from Moscow Institute Of Physics And Technology (State University) (Mipt).
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