Looking for a job

Deshmukh Vaishnavi

@deshmukhvaishnavi

Message

I build production AI/ML systems that automate CAD/BIM workflows and reduce manual engineering effort.

India

Message

What I'm looking for

I'm looking to contribute to thoughtful, future-friendly projects where AI/ML, engineering systems, and purposeful execution create lasting real-world impact.

At GSource Technologies, I build and deploy production AI/ML and deep-learning solutions for computer vision and CAD/BIM workflow automation.

I'm developing end-to-end machine-learning pipelines spanning data preprocessing, model training, API deployment, and MLOps. These tools have reduced manual effort by 30–40%, drawing time by 25%, project turnaround by about 20%, and QA/QC time by 15–20%.

Before moving into AI/ML, I delivered site engineering work at LEM Infra, including foundation, earthwork, surveying, quantity estimation, billing, contractor coordination, and QA/QC support for residential, irrigation, and highway projects.

I bring a civil engineering foundation to intelligent, production-ready systems, combining AEC domain knowledge, project thinking, and a commitment to sustainable development.

Experience

Work history, roles, and key accomplishments

Current

Graduate Engineer

Current

Gsource Technologies LLC

Sep 2024 - Present (2 years)

AI/ML Engineer | Computer Vision | Deep Learning | Python | PyTorch | TensorFlow

Design, develop, and deploy production AI/ML models and deep learning solutions for computer vision tasks. Currently building end-to-end ML pipelines — from data preprocessing and model training to API deployment and MLOps — for CAD/BIM workflow automation at GSource Technologies.

Impact: Production tools cutting m

Jr. Engineer

LEM Infra

Jun 2023 - May 2024 (11 months)

Executed foundation and earthwork operations for large-scale residential development, ensuring compliance with structural drawings, soil conditions, and IS codes.

• Surveying & Layout: Performed Total Station surveying and Auto Level operations for precise layout marking, column positioning, and level transfers across multiple construction stages. Ensured accuracy within tolerance limits.

• Quan

Intern

LEM Infra

Jan 2023 - Jun 2023 (5 months)

Executed alignment marking, pipe laying supervision, and joint inspection for water conveyance systems under the Irrigation Department / IHP framework.

• Surveying & Leveling: Conducted precision surveying using Total Station and Auto Level to verify gradients, invert levels, and hydraulic connectivity. Ensured compliance with IS codes and technical specifications.

• Quantity Surveying & Earthwo