Nirmal Solanki

Machine Learning Engineer

Bengaluru, Karnataka, India3 yrs 5 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in developing machine learning models for diverse applications.
Experience in hybrid quantum mechanics and molecular dynamics.
Skilled in advanced image captioning and algorithmic fairness.

Stackforce AI infers this person is a Machine Learning Engineer with expertise in AI research and biotechnology.

Contact

Skills

Core Skills

Machine LearningQuantum Mechanics

Other Skills

AMBERAmazon Web Services (AWS)Analytical SkillsAnalyticsC++CHARMMCeleryCircuit DesignCloud ServicesComputer SimulationsComputer VisionContainerizationControl ChartsConvolutional Neural Networks (CNN)Data Analysis

About

I'm an ML Engineer and AI Researcher with expertise in developing and implementing machine learning models for various applications. My work spans from building foundational LLMs to creating advanced image captioning systems and exploring algorithmic fairness.

Experience

3 yrs 5 mos

Total Experience

1 yr 2 mos

Average Tenure

1 yr 1 mo

Current Experience

Passionbits

Machine Learning Engineer

May 2025 – Present · 1 yr 1 mo · Hybrid

Boltzmann labs

AI Researcher

Jan 2025 – Apr 2025 · 3 mos · Hyderabad, Telangana, India · On-site

As an AI Research Intern at Boltzmann Labs, I developed a hybrid QM/MM simulation pipeline by integrating GPU-accelerated PySCF with OpenMM, enabling efficient generation of protein conformers. My work involved applying Density Functional Theory (DFT) methods in conjunction with AMBER and CHARMM force fields to assess the stability of protein–ligand interactions. Additionally, I explored machine-learned force fields by leveraging Physically Informed Neural Networks (PINNs) and Neural Network Potentials (NNPs) to enhance the accuracy and scalability of molecular simulations. This role combined principles from quantum chemistry, classical molecular dynamics, and machine learning to advance the modeling of complex biomolecular systems.

Density Functional TheoryGPU-accelerated PySCFOpenMMAMBERCHARMMPhysically Informed Neural Networks+3

Truefan

Machine Learning Intern

Jul 2024 – Sep 2024 · 2 mos · Gurugram, Haryana, India · On-site

Generate the Lip sync Videos using methods using ML techniques.

Machine LearningVideo Generation

Spart iit bombay

Controls Head

Jun 2022 – May 2024 · 1 yr 11 mos · Mumbai, Maharashtra, India

Working on Outdoor Autonomous Airship
Method-tracking data are collected by the sensors on board and sent to the controller. It works with the flight computer to output control parameters autonomously.

Mood indigo iit bombay

Hospitality Coordinator

Aug 2021 – Jan 2022 · 5 mos · Mumbai, Maharashtra, India

Orchestrated 3 major & diverse multicity events, providing a platform for external participation and fostering talent.
Ideated an innovative RFID-based participant identification system, streamlined event registration and participation.