Mohammad (Labeeb) I.
Research Intern - ML / ADAS
Experience
Sep 2024 - Jul 2025
11 monthsResearch Intern - ML / ADAS
IAV GmbH
- Developed and optimized LSTM-RNN and Decoder Transformer models to predict vehicle trajectory during target loss events in Adaptive Cruise Control systems, achieving 20% improved predictive accuracy over baseline models.
- Engineered novel data preprocessing pipeline from real road campaign data, processing multi-sensor time series data, generating 300+ training snippets.
- Implemented Bayesian hyperparameter optimization and applied physical constraints to prevent model run-away behavior, resulting in 30% smoother acceleration profiles.
- Extended existing patented technology for AI-assisted ACC function improvements, building upon foundational work to enhance network performance.
Nov 2023 - Aug 2024
10 monthsHeilbronn, Germany
Startup Founder
Procurio
- Led development of ROS2 visualization system for real-time pedestrian tracking and trajectory prediction.
- Coordinated data collection efforts using Cohda MK5/MK6 devices for V2X-message processing.
- Implemented Time To Collision (TTC) calculation algorithm and integrated with visualization system.
- Developing an agentic AI framework for procurement automation, creating a full system from concept to MVP with autonomous workflow capabilities.
- Participated in the AI Start accelerator program at Campus Founders, Heilbronn.
Dec 2021 - Mar 2023
1 year 4 monthsChennai, India
CAE Engineer
Renault Nissan Technology & Business Centre India
- Contributed to 15+ vehicle safety finite element analysis (FEA) projects, consistently meeting tight deadlines and coordinating between multiple stakeholders.
- Developed Python automation scripts that reduced simulation workflow time by 20%.
- Led training sessions for 7 new team members on simulation tools and methodologies, creating comprehensive documentation.
Summary
Machine Learning Engineer with hands-on experience in deep learning and generative AI.
Proven track record implementing AI/ML solutions through research roles at IAV GmbH and Hochschule Coburg.
Proficient in Python with practical experience in rapid prototyping and cross-functional collaboration.
Passionate about leveraging cutting-edge AI technologies to optimize processes, drive innovation, and create meaningful business impact in fast-paced, innovation-driven environments.
Languages
Malayalam
NativeEnglish
AdvancedHindi
AdvancedGerman
IntermediateEducation
Oct 2023 - Sep 2025
Hochschule Coburg
MEng, Autonomous Driving · Autonomous Driving · Kronach, Germany · 1.4
Aug 2016 - Sep 2020
SCMS School of Engineering and Technology
BTech, Mechanical Engineering · Mechanical Engineering · Ernakulam, India · 7.52
Certifications & licenses
Python
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