•Trained a custom NER model based on NLP to extract information from resumes, such as names, organisations, skills, etc.
•Performed matching of the parsed resumes with given Job profiles using Cosine Similarity.
- Data Scientist
Tanay Sonawane
- Mumbai, India
- 2 projects
Hi, I'm Tanay Sonawane, a graduate of IIT Mandi with international academic and research experience, including a semester abroad and research work in Germany.
About
Hi, I’m Tanay Sonawane, a graduate of IIT Mandi with international academic and research experience, including a semester abroad and research work in Germany. I am passionate about data science, machine learning, and software development.
I have hands-on experience in backend development, machine learning, cloud deployment, and academic research. My professional journey includes working as a Research Assistant in Germany, as a Software and Research Intern in India, and currently, I am working as a Data Scientist for a U.S.-based client.
- Joined March 2025
Skills· 16
Languages
- EnglishAdvanced
- GermanBeginner
Industry experience
- Software & Internet
- Telecommunications
- Computers & Electronics
- Education
- Healthcare
- Energy & Utilities
Projects · 2
•Architected and integrated a face recognition model into a Flask-based backend server, enabling automated attendance tracking for 300+
students and efficient data storage using Raspberry Pi.
•Designed and launched a user-friendly web portal for seamless management of attendance records and user data, enhancing
administrative efficiency
- Back-End Developer
Work experience· 4 roles
Data Scientist · Athos Systems Pvt LtdJul 2025 – Present · 1 yr 5 mos
Working on XGBoost and Prophet
Research Assistant · Technical University of Braunschweig, GermanyMar 2025 – Aug 2025 · 6 mos
Leveraged GNPy's Python API to develop a modular simulation system for Free Space Optical (FSO) satellite networks; applied Dijkstra and constraint-based algorithms to compute optimal routes under Gaussian noise constraints. Formulated the overall system design by structuring core components—modulation, transmission, noise modeling, and routing optimal communication paths.
Research Intern · School of Computing and Electrical Engineering (SCEE), IIT MandiJun 2024 – Aug 2025 · 1 yr 3 mos
Initiated the development of a deep learning system for traffic violation detection using annotated surveillance video, employing Vision Transformers (ViT) for spatial event localization and BERT for generating contextual, human-readable explanations. Curated a dataset of 1250+ videos through detailed annotation in CVAT, enabling multimodal model training and fine-tuning; implemented temporal flow logic to support transformer attention over sequential frames.
Software Intern · Intiot Services Private LimitedJun 2024 – Aug 2025 · 1 yr 3 mos
Education
BTech · Indian Institute of Technology (IIT) Mandi2021 – 2025
Semester Exchange · Technical University of Braunschweig (Germany)2024 – 2025
Certifications and awards
AWS Fundamentals Specialization2030 – 2025
Connect and Protect: Networks and Network Security2030 – 2025
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