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1.0 - 5.0 years
0 Lacs
hyderabad, telangana
On-site
As an Optimization Scientist specializing in Route & Inventory Optimization at a leading AI-driven supply chain solutions company, your role will involve supporting the development of intelligent optimization systems for route planning and inventory allocation. You will work alongside experienced scientists and engineers to tackle real-world logistics challenges using machine learning, reinforcement learning, and operations research techniques. Key Responsibilities: - Assist in Route Optimization Projects: - Support in modeling and solving simplified versions of Vehicle Routing Problems (VRP) under guidance. - Utilize Python libraries like Pyomo or OR-Tools to prototype optimization solution...
Posted 1 month ago
4.0 - 8.0 years
0 Lacs
hyderabad, telangana
On-site
As a RTL/Firmware Design Engineer at our advanced technology company, you will play a crucial role in merging traditional hardware design with cutting-edge AI technologies. Your responsibilities will include: - Designing and verifying RTL for custom logic in FPGAs or ASICs through testbenches or FPGA prototypes. - Developing embedded firmware in C/C++ or Rust to support hardware functionality and validation. - Utilizing tools like Cursor and Windsurf for exploring RTL design spaces and aiding in floorplanning, synthesis, and physical design optimization. - Leveraging Deep Reinforcement Learning to automate and enhance RTL-related tasks. - Designing and implementing Graph Neural Networks (GNN...
Posted 1 month ago
5.0 - 9.0 years
0 Lacs
karnataka
On-site
You will be responsible for designing and developing intelligent machine control systems using deep reinforcement learning (DRL) for automation, robotics, and adaptive decision-making in semiconductor and advanced manufacturing. This includes applying model-free (e.g., DQN, PPO, SAC, TD3) and model-based RL to optimize complex, real-time control systems for precision tools and autonomous processes. You will also need to develop and integrate RL agents within simulated environments such as MuJoCo, Isaac Gym, and digital twins, scaling toward real-world deployment. Furthermore, you will combine traditional control (PLC, motion, CNC) with AI/ML approaches for predictive maintenance, anomaly det...
Posted 2 months ago
1.0 - 5.0 years
0 Lacs
hyderabad, telangana
On-site
As an Optimization Scientist specializing in Route & Inventory Optimization (OR & RL) at our Hyderabad location, you will play a crucial role in transforming retail, FMCG, and logistics industries through cutting-edge technologies such as machine learning, operations research, and reinforcement learning. Your main objective will be to develop intelligent systems that automate decision-making processes across forecasting, inventory management, and transportation. In this internship role, you will work closely with experienced scientists and engineers to gain hands-on experience in applying machine learning, reinforcement learning, and operations research to tackle real-world logistics challen...
Posted 3 months ago
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