Principal Data Scientist with over 8 years of experience in the full lifecycle of Machine Learning solutions, including strategy development, value discovery, code implementation, deployment, and monitoring. 

My expertise in ML and Optimization enables the creation of robust, accurate solutions, driving $3-10M in additional annual revenue per project.

As a Data Science Manager, I have 4 years of experience in leading, hiring, and managing data science teams. I am capable of organizing team work under harsh deadlines and complex project scopes. 

𝐈 𝐚𝐥𝐬𝐨 𝐞𝐧𝐣𝐨𝐲 𝐡𝐞𝐥𝐩𝐢𝐧𝐠 𝐨𝐭𝐡𝐞𝐫 𝐃𝐚𝐭𝐚 𝐏𝐫𝐨𝐟𝐞𝐬𝐬𝐢𝐨𝐧𝐚𝐥𝐬 𝐠𝐫𝐨𝐰 𝐢𝐧 𝐭𝐡𝐞𝐢𝐫 𝐜𝐚𝐫𝐞𝐞𝐫 𝐛𝐲:
- Upgrading their CVs/LinkedIn
- Providing 1:1 Career Mentoring
- Sharing Free Practical ML Materials to support their technical growth

𝐌𝐲 𝐚𝐜𝐡𝐢𝐞𝐯𝐞𝐦𝐞𝐧𝐭𝐬 𝐨𝐯𝐞𝐫 𝐭𝐡𝐞 𝐩𝐚𝐬𝐭 𝐬𝐞𝐯𝐞𝐫𝐚𝐥 𝐲𝐞𝐚𝐫𝐬:

✅ Increased by $60M+ customer revenue by delivering 4 real-time end-to-end ML solutions that optimized Metals and Mining assets. During the projects, successfully managing the team of 7 Data Scientists. The solutions showed 2.5%+ increase of plants throughput and stabilized by 25%+ of the product variability.

✅ Identified potential $50M customer revenue improvement by completing 5 bottleneck analysis projects for Tier-1 metals and mining companies, resulting in new projects with them.

✅ Increased by 1.2% oil and gas production for 2 clients by leading the from-scratch development of the "AI Oil Optimization Assistant" solution. This is an ML software for accurate prediction and optimization of oil and gas production in real-time by using advanced ML and Optimization algorithms.

✅ Grew and structured a DS team from 5 to 20 data scientists who formed 4 internal teams responsible for specific solution directions.

► Tech Skills: Machine Learning | Data Science | AI | Data Analytics | Predictive Analytics | MLOps | Time Series | Anomaly Detection | Deployment  | Optimization | Git | Kedro | MLFlow | Scikit-Learn | XGBoost | Numpy | Pandas | SHAP |  Scipy | Docker

► Soft Skills: Team Management | Leadership | Empathy | Project Management | Presentation Skills | Problem Solving | Stakeholder Management

Timur Bikmukhametov

Helin

Helin unlocks the full potential of industrial assets with its game-changing SaaS platform Polaris. This edge-to-cloud analytics platform is tailored to the marine and energy sectors, seamlessly managing edge devices. Our AI-driven modules, such as Red Zone, Curtailment, and Geothermal Well Management, along with the ability for our clients to build their own software on our open platform, enable our clients to boost efficiency, safety, and sustainability of their industrial assets. In this way, we empower our clients to save billions while accelerating the energy transition.

Chief Technology Officer

Independent Reservoir Engineering Consultant

As an independent consultant I offer the following services:
•	Geosteering: assist in planning, contractor selection and operational coordination of geosteered wells 
•	Reservoir Engineering: numerical reservoir simulation, Nodal analyses, reserves assessments (PRMS), Decline curve analyses, PVT and mass balance calculation, field development planning 
•	Data science: helping clients to navigate the influx of big data and cloud solutions by bridging the gap between IT/Data management departments and domain specific divisions (seismic, geology, petrophysics, drilling and reservoir engineering).

Reservoir Engineer

Xodus Group

Doing reservoir and petrophysical studies

Schlumberger

Responsible for geosteering wells utilizing LWD (Logging While Drilling) measurements.

Well Placement Engineer

Running logging while drilling services for well evaluation purposes.

Logging While Drilling Engineer

Running measurement and logging while drilling services offshore.

Drilling & Measurement Field Engineer

Shell

Accomplishments: Thesis project titled: Adjoint Based Well Placement Optimization Under Production Constraints (SPE105797). This paper was presented at the SPE 2007 Reservoir Simulation Conference, Houston, USA.

Internship

Total E&P

Accomplishments: Build sand production model, compressor modeling to check need for replacement and did a screening of several reservoirs to determine suitable candidates for ejector placement.

As the Technical Director and Founder at Helin Data, I've always been captivated by challenging data problems in time series and vision deep learning. There's something intriguing about solutions that operate at the edge, particularly near industrial assets. My fascination with GPUs is no secret – witnessing their evolution from gaming cards to pivotal drivers of today's AI revolution has been nothing short of exhilarating.

Helin Data focuses on the implementation and development of dedicated edge to cloud solutions for performance optimization and predictive maintenance in the remote asset industry. Using edge computation, machine learning, and semantic analytics to make the centralization of knowledge and experience possible.

With our Polaris platform, we're pioneering a new path in industrial tech. Our edge intelligence platform is specifically tailored for industrial customers, offering not just a solution, but a transformative approach to reducing emissions and saving lives.

Looking to delve deeper into the world of edge intelligence or simply share a mutual passion for data-driven challenges? Let's connect and navigate the future of AI together.

Martijn Handels

Super proud of the team Helin and special mention for Jason Lutz  

🥇 engineering blog post 🙌 

Expect mainy to follow as there is much more where this came from.

CPTO at Helin | Unlocking the full potential of industrial assets 🚀

✨ Introducing Engineering Stories — a new blog series by our engineers.

We'll be sharing practical lessons learned while building real-world AI systems.

First up: why clean data often beats more data in computer vision.

Jason Lutz shares what we learned after uncovering missing and incorrect labels in our computer vision dataset and how cleaning it up led to better model performance.

👉 Read the first article via the link in comments.

💬 We’d love to hear your thoughts, so feel free to react, comment, or share.

#Engineering #MachineLearning #ComputerVision #DataQuality #Helin

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Timur Bikmukhametov

Martijn Handels

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The Battle

Timur Bikmukhametov

Martijn Handels

Followers

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Engagements

Likes

Performance Score.css-goub6s{font-size:var(--chakra-fontSizes-md);font-weight:500;color:var(--chakra-colors-gray-600);display:block;margin-top:var(--chakra-space-1);}Martijn Handels's LinkedIn Performance

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