AIML Intern Long-Term Memory & Multimodal SLMs for Automotive Agents

Aufgaben At Mercedes-Benz Research & Development North America MBRDNA we are committed to delivering world-class automotive technologies that push the boundaries of what is possible. Our teams of highly skilled engineers and designers use cutting-edge software and technology to enhance the driving experience and reduce environmental impact.Position OverviewThis internship will start in January of 2027.The Mercedes-Benz AI Experiences department is seeking an AIML Intern for Spring and Summer 2027 both terms to join the MB.Intelligence Context team. You will build on-device long-term memory for automotive agents using small language models SLMs Liquid AIs multimodal LFM3-Omni model text image video and audio inputs and trigger-based activation helping deliver personalized privacy-preserving experiences in Mercedes-Benz vehicles.Job ResponsibilitiesDesign and implement multimodal long-term memory RAG for automotive agents in resource-constrained in-vehicle environments.Fine-tune LFM3 models especially LFM3-Omni-2B and other small language models for memory preference extraction and function calling SFT LoRAQLoRA.Apply reinforcement learning e.g. DPO GRPO to improve memory activation and tool-use decisions.Build trigger-based activation from multimodal cabin and vehicle signals using decision models e.g. LFM3 d1-omni-2B and lightweight classifiers.Build classifiers for turn detection PII detection and intent routing.Optimize and profile models for on-device deployment quantization distillation on in-vehicle hardware.Build evaluation frameworks for memory retrieval and trigger accuracy and present findings to Mercedes-Benz teams. Qualifikationen Minimum QualificationsMasters or higher degree in CSCEEE Math Statistics or related fieldsPython and PyTorch Git-based workflowsFine-tuning small language models Hugging Face Transformers TRL PEFT LoRAQLoRAFamiliarity with reinforcement learning for language models DPO GRPO or PPOFamiliarity with multimodal models text image video and audioFamiliarity with decision models and classifiers e.g. calibrated decision models such as LFM3 d1RAG embedding models and vector searchModel optimization quantization distillation and ML evaluation methodologyStrong collaboration and written communication skillsPreferred QualificationsHands-on experience with Liquid AI models LFM2.5 LFM3Edge LLM inference llama.cpp LiteRT ExecuTorch ONNX RuntimePrivacy-preserving ML agentic AIMCP or Android embedded systemsAlways-on perception wake-word voice activity or audiovisual event detectionThis position may involve access to export-controlled technology hardware or software under the Export Administration Regulations EAR 15 C.F.R. Parts 730-774 and possibly technical data defense articles and defense services subject to the International Traffic in Arms Regulations ITAR 22 C.F.R. Parts 120-130. As such Mercedes-Benz Research & Development North America may be required to obtain an export license or authorization in accordance with United States law.Why should you applyHere at MBRDNA you create digital ecosystems around cars you design a language between humans and machines you make a car even more intelligent - you make the new reality for cars. MBRDNA was honored as one of the Best Places to Work by BuiltIn in January 2024 a testament to our commitment to creating an exceptional work environment. At each of our offices we foster a culture of collaboration and continuous learning ensuring every team member can thrive and innovate.Benefits for Full-TimeEmployees Include• Medical dental and vision insurance for employees and their families• 401k with employer match• Up to 15 company-paid holidays• Paid time off flexible time off for salaried employees sick time and parental leave• Tuition assistance program• WellnessFitness reimbursement programs Internships & Contractors excluded from Full-Time Employee benefitsMBRDNA is an equal opportunity employer EOE and strongly supports diversity in the workforce. MBRDNA only accepts resumes from approved agencies who have a valid Agency Agreement on file. Please do not forward resumes to our applicant tracking system MBRDNA employees or send to any MBRDNA location. MBRDNA is not responsible for any fees or claims related to receipt of unsolicited resumes.Mercedes-Benz Research and Development North America Inc.PRIVACY NOTICE FOR CALIFORNIA RESIDENTShttpsmbrdna.comcalifornia-employee-privacy-notice