Mohammad (Ihsan) L.-Research Intern - ML / ADAS
Check rate
Experience
Research 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.
- Tools: Python, TensorFlow, Keras, Optuna, CarMaker
Startup Founder
Procurio
- 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.
- Tools: Python, ROS2, Mapviz, Wireshark, GIT
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.
- Tools: Python, Pamcrash, ANSA, Animator, Linux (Putty)
Student Research Assistant – Shuttle Modellregion Oberfranken II Project
Hochschule Coburg
- 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.
- Tools: Python, ROS2, Mapviz, Wireshark, GIT
Industry experience
See where this freelancer has spent most of their professional time.
Experienced in Automotive and Information Technology.
Business area experience
See which departments and functions this freelancer has contributed to most.
Experienced in Product Development, Information Technology, Research and Development, and Procurement.
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.
Skills
Programming Languages: Python (Advanced), C++ (Basic), Matlab (Basic), Sql (Basic)
Machine Learning & Ai: Pytorch, Tensorflow, Keras, Scikit-Learn, Optuna, Opencv, Pandas, Ros2
Generative Ai & Llms: Transformers, Langchain, Rag, Lora, Faiss
Mlops: Git, Ci/Cd (Github Actions), Docker, Mlflow, Dvc, Fastapi, Aws
Softwares & Tools: Power Bi, Tableau, N8n, Cursor, Wireshark, Ipg Carmaker, Sumo
Adaptability
Teamwork
Communication
Languages
Education
Hochschule Coburg
Master of Engineering, Autonomous Driving · Autonomous Driving · Kronach, Germany · GPA: 1.4
SCMS School of Engineering and Technology
Bachelor of Technology, Mechanical Engineering · Mechanical Engineering · Ernakulam, India · GPA: 7.52
Certifications & licenses
Python
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Mohammad is based in Pforzheim, Germany.
Mohammad speaks the following languages: English (Advanced), German (Elementary).
Mohammad has at least 3 years of experience. During this time, Mohammad has worked in at least 3 different roles and for 3 different companies. The average length of individual experience is 1 year. Note that Mohammad may not have shared all experience and actually has more experience.
Based on recent experience, Mohammad would be well-suited for roles such as: Research Intern - ML / ADAS, Startup Founder, CAE Engineer.
Mohammad's most recent position is Research Intern - ML / ADAS at IAV GmbH.
In recent years, Mohammad has worked for IAV GmbH, Procurio, and Renault Nissan Technology & Business Centre India.
Mohammad is most experienced in industries like Automotive and Information Technology.
Mohammad is most experienced in business areas like Product Development, Information Technology, and Research and Development. Mohammad also has some experience in Procurement.
Mohammad holds a Master in Autonomous Driving from Hochschule Coburg and a Bachelor in Mechanical Engineering from SCMS School of Engineering and Technology.
Mohammad has 1 certificate: Python.
The availability of Mohammad needs to be confirmed.
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Calculated based on our freelancers’ daily rates as of 7 Sep 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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