Aditya Tiwari

Co-Founder

Hyderabad, Telangana, India5 yrs 7 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in AI systems for engineering simulation.
Founder of a startup focused on differentiable physics.
Led development of vehicle monitoring systems for 700+ vehicles.

Stackforce AI infers this person is a Multiphysics AI Consultant specializing in engineering simulation and scientific machine learning.

Contact

Skills

Core Skills

ScimlBayesian OptimizationGoogle JaxDifferentiable PhysicsArtificial Intelligence (ai)Software Development

Other Skills

FlaxSoftware as a Service (SaaS)Uncertainty QuantificationFinite Element Analysis (FEA)Research and Development (R&D)Control TheorySymbolic RegressionCUDAScientific ComputingCausal IntelligenceDeep LearningStart-up LeadershipPitch DevelopmentNetworkingQuantum Computing

About

I build AI systems for engineering simulation and multiphysics design. My work focuses on scientific machine learning, surrogate modeling, active learning, and differentiable physics for simulation-driven engineering workflows. My interests include surrogate modeling, Gaussian processes, Bayesian optimization, scientific computing, and physics-aware ML for real engineering problems.

Experience

5 yrs 7 mos

Total Experience

5 yrs 7 mos

Average Tenure

Current Experience

Quanscient

Multiphysics-AI Consultant

Mar 2026 – May 2026 · 2 mos · Tampere · Remote

Working on AI-assisted multiphysics simulation workflows and internal R&D for simulation-driven design.

SciMLBayesian Optimization

Culturiq

Founder

Dec 2024 – Feb 2026 · 1 yr 2 mos · Hyderabad · On-site

Designed and implemented custom differentiable physics engines in JAX
Built a LTC + FNO based based Neuro-Symbolic reasoner using PySR that extracts algebraic laws from raw sim data in real-time.
Deployed conformal for uncertainty quantification, enabling safety-critical AI operation.

Google JAXFlaxDifferentiable Physics

Goatai solutions

Lead Software Developer

May 2020 – Dec 2025 · 5 yrs 7 mos · Jamshedpur, Jharkhand, India · On-site

Architected the 2-way communication of vehicle monitoring systems deployed in 700+ vehicles
Designed hardware-software integrated dashboards for real-time monitoring
Assisted in development of PPE detection systems and crowd behaviour analysis

Artificial Intelligence (AI)Software as a Service (SaaS)Software Development