Vedika Suryakant Pawale
Bengaluru
Summary
- Senior Machine Learning Engineer with over 6 years of experience in building, deploying, and maintaining machine learning systems across e-commerce and automotive domains.
- Proficient in Natural Language Processing (NLP) use cases using transformer architectures such as BERT, GPT, and LLaMA
- Well-versed in traditional machine learning algorithms such as Regression, Decision Trees, SVM, Clustering, ANN, and RNN.
- Experienced in collaborating with clients, leading client meetings, and translating business needs into actionable ML solutions.
Overview
7
7
years of professional experience
1
1
Certification
Work History
Sr. Software Engineer I, Machine Learning
Harman International India Pvt Ltd
Bengaluru
12.2022 - 08.2023
- Trained and fine-tuned BERT on a custom dataset for semantic textual similarity and semantic search task.
- Implemented a text classification pipeline for automating domain filtering with a 98% F1 score, using transformer architectures like BERT, RoBERTa and SBERT.
- Developed a semantic search engine for automotive documents using fine-tuned GPT-based embeddings, reducing manual efforts by 70%.
- Managed Machine Learning lifecycle with MLflow, tracking over 50 model versions and automating experiment comparisons.
- Containerized NLP models using Docker and deployed on AWS SageMaker, reducing deployment time by 30%.
- Automated CI/CD pipelines with GitHub Actions.
Software Engineer
Neosoft Technologies
Mumbai
06.2018 - 12.2021
- Developed and deployed Machine Learning solutions for various E-commerce applications like Review-based Question Answering System, Customer Segmentation, Customer Churn Analysis using algorithms like BERT, LSTM, Clustering, SVM, Random Forest, Logistic Regression.
- Worked as a Backend Developer for e-commerce websites, leveraging Magento to build and maintain scalable, high-performance online stores.
Software Engineer
Cybage Software
Pune
04.2016 - 02.2018
- Developed and Maintained E-commerce websites using Magento.
Education
Bachelor of Engineering - Electronics And Telecommunication
G.H.Raisoni College of Engineering And Management
Pune05-2014
Skills
- Programming Languages: Python, SQL, PHP
- NLP Tools: Hugging Face Transformers, NLTK, SpaCy, Gensim
- Machine Learning Frameworks: PyTorch, TensorFlow, Scikit-learn
- Deployment & Cloud: AWS (SageMaker, Lambda,S3,EC2), Docker, GitHub Actions
- ML Experiment Tracking: MLflow
- Other: Git, REST APIs, FastAPI, Flask
Certification
- Post Graduate Diploma in Machine Learning and Artificial Intelligence from International Institute of Information Technology Bangalore (SEP,2020-OCT,2021)
Timeline
Sr. Software Engineer I, Machine Learning
Harman International India Pvt Ltd
12.2022 - 08.2023
Software Engineer
Neosoft Technologies
06.2018 - 12.2021
Software Engineer
Cybage Software
04.2016 - 02.2018
- Post Graduate Diploma in Machine Learning and Artificial Intelligence from International Institute of Information Technology Bangalore (SEP,2020-OCT,2021)
Bachelor of Engineering - Electronics And Telecommunication
G.H.Raisoni College of Engineering And Management
Similar Profiles
Azmathulla AAzmathulla A
Senior Program Manager at Harman International India Pvt. LtdSenior Program Manager at Harman International India Pvt. Ltd
UDAY KUMAR GANDLURIUDAY KUMAR GANDLURI
Engineer II at Harman International (India) Pvt LtdEngineer II at Harman International (India) Pvt Ltd
Rakesh ChanagundiRakesh Chanagundi
Sr. Software Engineering Manager at Harman International Industries IncSr. Software Engineering Manager at Harman International Industries Inc