Dhawal Soni
Ahmedabad
Summary
AI/ML professional with experience in developing and deploying intelligent solutions that emphasize fairness, transparency, and real-world impact. Skilled at applying machine learning to solve complex problems, optimize decision-making, and deliver business value. Passionate about ethical AI, continuous learning, and driving innovation in data-driven systems.
Overview
3
3
years of professional experience
Work History
Associate Software Engineer-AI/ML
testAing Solution Pvt. Ltd.
Bengaluru
08.2025 - Current
- Driving the design and development of advanced AI/ML solutions, with a strong focus on fairness, explainability, and ethical AI adoption.
- Leading initiatives in bias detection and mitigation, ensuring equitable model performance across demographic groups in recruitment and face recognition systems.
- Architecting and deploying computer vision pipelines for real-world applications, including helmet detection, flood mapping, and plant segmentation.
- Lead multiple pipelines (Structured, Regression, TDM, Structured-Regression).
- Spearheaded the TRAI UCC (Unsolicited Commercial Communication) project, leveraging NLP, clustering, and text classification to detect and categorise spam messages for regulatory compliance.
- Mentored and managed multiple interns.
Machine Learning Intern
testAing Solution Pvt. Ltd.
Bengaluru
01.2024 - Current
- Developed and evaluated machine learning models using Python, TensorFlow, and PyTorch for classification, image recognition, and bias detection tasks.
- Built and trained CNN and VGG16 architectures for computer vision tasks, achieving high accuracy while analyzing fairness across demographic groups.
- Applied Explainable AI techniques (SHAP, RISE) to interpret model predictions and visualize biased decision-making patterns.
- Developed Face recognition system for schools
- Applied Explainable AI techniques (SHAP, RISE) to interpret model predictions and visualize biased decision-making patterns.
- Worked on ISRO project implementing semantic segmentation and classification techniques to analyse satellite imagery for land use/land cover mapping.
Machine learning Trainee
testAing Solution Pvt. Ltd.
Noida
06.2022 - 08.2022
- Conducted bias detection and analysis in machine learning datasets, focusing on demographic attributes such as race and gender.
- Collaborated with mentors to develop solutions for bias mitigation, including balanced dataset sampling and reweighting approaches.
Education
Bachelor of Technology - Computer Science
JK Lakshmipat University
Jaipur, India 11-2024
Skills
- Python
- Machine learning
- Neural networks
- Data analysis
- Computer vision
- Project management
- Artificial intelligence
Timeline
Associate Software Engineer-AI/ML
testAing Solution Pvt. Ltd.
08.2025 - Current
Machine Learning Intern
testAing Solution Pvt. Ltd.
01.2024 - Current
Machine learning Trainee
testAing Solution Pvt. Ltd.
06.2022 - 08.2022
Bachelor of Technology - Computer Science
JK Lakshmipat University
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