Dilip Goswami - Freelance Computer Vision Consultant

Q: Where is Dilip based?

Dilip is based in Berlin, Germany .

Q: What languages does Dilip speak?

Dilip speaks the following languages: Bengali (Native), English (Advanced), German (Elementary) .

Q: How many years of experience does Dilip have?

Dilip has at least 3 years of experience. During this time, Dilip has worked in at least 7 different roles and for 7 different companies . The average length of individual experience is 5 months . Note that Dilip may not have shared all experience and actually has more experience.

Q: What is Dilip's latest experience?

Dilip's most recent position is Freelance Computer Vision Consultant at Spiral Physical Therapy Inc. .

Q: What companies has Dilip worked for in recent years?

In recent years, Dilip has worked for Spiral Physical Therapy Inc. , Institut Pascal (EnCoV – Axe TGI) , and SurgAR .

Q: Which industries is Dilip most experienced in?

Dilip is most experienced in industries like Healthcare , Construction , and Information Technology . Dilip also has some experience in Government and Administration .

Q: Which business areas is Dilip most experienced in?

Dilip is most experienced in business areas like Product Development , Research and Development , and Sales . Dilip also has some experience in Quality Assurance , Information Technology , and Operations .

Q: What is Dilip's education?

Dilip holds a Master in Geodesy and Geoinformation Science from Technical University of Berlin and a Bachelor in Urban and Regional Planning from Khulna University of Engineering & Technology (KUET) .

Q: What is the availability of Dilip?

Dilip is immediately available full-time for suitable projects.

Recommended expert

Berlin, Germany

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Experience

Sep 2025 - Present

11 months

San Diego, United States

Freelance Computer Vision Consultant

Spiral Physical Therapy Inc.

Developing methods for monocular 3D facial reconstruction and personalized geometric modelling from mobile imagery
Building learning-based approaches for facial shape estimation, video-based facial analysis, and privacy-preserving visual learning

Jan 2025 - Jun 2025

6 months

Clermont-Ferrand, France

Research Trainee (Erasmus+ Scholar)

Institut Pascal (EnCoV – Axe TGI)

Developed an automated framework for registering preoperative CT-based anatomy with intraoperative endoscopic reconstructions for AR-guided endonasal surgery
Built data preparation workflows for anatomical viewpoint classification and intranasal landmark segmentation under limited-data and class-imbalance conditions
Designed a coarse-to-fine 3D registration pipeline using semantic initialization and ICP-based refinement
Achieved 91.8% overall accuracy and 92.7% macro F1-score on held-out viewpoint classification; class-wise F1: 89.8% anterior, 91.0% middle, 97.3% posterior
Built a mesh registration and evaluation workflow with one-way surface-distance analysis over 19,157 samples; evaluation yielded 1.2051 mm mean error, 0.9635 mm median error, 1.5571 mm RMSE, and 94.1% of points within 3 mm

Nov 2024 - Dec 2024

2 months

Clermont-Ferrand, France

Computer Vision Intern

SurgAR

Supported AR-based visualization workflows for hepatectomy planning and surgical guidance
Annotated and validated medical video data for segmentation and AR-based vision workflows
Performed testing and quality checks for AR-based surgical tools

Aug 2020 - Oct 2020

3 months

Berlin, Germany

Working Student — Computer Vision

Eagle Eye Technologies GmbH

Implemented a CNN-based visual anonymization workflow for automatic fading of human faces and vehicle registration plates
Performed data cleaning, preprocessing, and dataset quality control

Jun 2019 - Sep 2019

4 months

Dhaka, Bangladesh

Permit Operations Database Executive

ASL Systems Ltd.

Database operations, records management, and data quality control

Jan 2016 - Jan 2017

1 year 1 month

Dhaka, Bangladesh

Design and Sales Engineer

Concept to Construction Ltd.

Structural design support, client coordination, and project-related 3D modelling

Oct 2015 - Dec 2015

3 months

Tangail, Bangladesh

Site Planning Intern

Tangail Municipality

Planning support, spatial design, and 3D rendering for municipal projects

Industry Experience

See where this freelancer has spent most of their professional time.

Experienced in Healthcare, Construction, and Information Technology.

Healthcare

Construction

Information Technology

Business Area Experience

See which departments and functions this freelancer has contributed to most.

Experienced in Product Development, Research and Development, Sales, Information Technology, Quality Assurance, and Operations.

Product Development

Research and Development

Sales

Information Technology

Quality Assurance

Operations

Summary

Computer vision engineer with experience in 3D vision, medical image analysis, semantic segmentation, anatomical viewpoint classification, and geometric registration for AR-guided surgical applications. Skilled in building data-centric and geometry-aware vision pipelines for medical imaging workflows.

Skills

Programming: Python, C++, Matlab, Sql
Frameworks & Tools: Pytorch, Tensorrt, Opencv, Open3d, Mediapipe, Albumentations, Numpy, Pandas, Fastapi, Docker, Git, Gcp
Computer Vision: 3d Registration, Icp, Camera Calibration, Multi-View Geometry, Pose Estimation, Structure From Motion (Sfm), 3d Reconstruction, Point Clouds, Endoscopic Image Analysis
Deep Learning: Resnet, U-Net++, Gans, Ma-Net, Vision Transformers, Yolo, Focal Loss, Tversky Loss, Mixed Precision (Amp), Model Ema

Languages

Bangla

Native

English

Advanced

German

Elementary

Education

Technical University of Berlin

Master of Science, Geodesy and Geoinformation Science · Geodesy and Geoinformation Science · Berlin, Germany

Khulna University of Engineering & Technology (KUET)

Bachelor of Science, Urban and Regional Planning · Urban and Regional Planning · Khulna, Bangladesh

Statistics

Experience

Total positions 7

Experience in Healthcare 1.5 y

Avg length 5 m

Longest experience 1 y

Global Experience

Countries worked in 4 (Bangladesh, France, United States, Germany)

Primary country Bangladesh

Expertise

Recent roles Freelance Computer Vision Consultant, Research Trainee (Erasmus+ Scholar), Computer Vision Intern

Main industries Healthcare, Construction, Information Technology

Main business areas Product Development, Research and Development, Sales

Qualifications

Highest degree Master

Profile

Created

June 2026

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Frequently asked questions

Have questions? Find more information here.

Where is Dilip based?

Dilip is based in Berlin, Germany.

What languages does Dilip speak?

Dilip speaks the following languages: Bengali (Native), English (Advanced), German (Elementary).

How many years of experience does Dilip have?

Dilip has at least 3 years of experience. During this time, Dilip has worked in at least 7 different roles and for 7 different companies. The average length of individual experience is 5 months. Note that Dilip may not have shared all experience and actually has more experience.

What roles would Dilip be best suited for?

Based on recent experience, Dilip would be well-suited for roles such as: Freelance Computer Vision Consultant, Research Trainee (Erasmus+ Scholar), Computer Vision Intern.

What is Dilip's latest experience?

Dilip's most recent position is Freelance Computer Vision Consultant at Spiral Physical Therapy Inc..

What companies has Dilip worked for in recent years?

In recent years, Dilip has worked for Spiral Physical Therapy Inc., Institut Pascal (EnCoV – Axe TGI), and SurgAR.

Which industries is Dilip most experienced in?

Dilip is most experienced in industries like Healthcare, Construction, and Information Technology. Dilip also has some experience in Government and Administration.

Which business areas is Dilip most experienced in?

Dilip is most experienced in business areas like Product Development, Research and Development, and Sales. Dilip also has some experience in Quality Assurance, Information Technology, and Operations.

What is Dilip's education?

Dilip holds a Master in Geodesy and Geoinformation Science from Technical University of Berlin and a Bachelor in Urban and Regional Planning from Khulna University of Engineering & Technology (KUET).

What is the availability of Dilip?

Dilip is immediately available full-time for suitable projects.

What is the rate of Dilip?

Dilip's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.