Machine Learning Engineer

📌 Portfolio Projects

Data Science certified professional with over 4+ years of rich and qualitative experience in developing and deploying ML models using Python programming. Currently, I am contributing my skills and knowledge as a Machine Learning Engineer in Pune.

Work Experience 🧑🏽‍💻⭐

Machine Learning Engineer | (JANUARY 2021 - Present) |
🏢Paramount Healthcare Management Pvt. LTD, Pune

Information Extraction and Automate Claim Process
- Efficiently extract essential data from claim PDF files and transfer it to the TPA to initiate the claim process.
- Utilize advanced technologies such as OCR, Data scraping, Natural Language Processing, and machine learning, with deployment on Azure cloud servers.
- This automated process significantly improves the accuracy and speed of claim generation, streamlining operations and enhancing overall efficiency.
AI Chatbot for customer support
- Using the RASA framework, create a chatbot for customer support, Improved claim insurance customer experience using login via chatbot and immediate access to helpful resources.
- Added local language support and Chatbot integrated with TPA website. Deployment on cloud server, Perform Analysis of chatbot service and generate reports.
Detect Aadhaar Numbers and Mask it
- Build CNN model to classify Image as Aadhaar Document. Data collection and Labeling and Training Custom Object Detector.
- To maintain the Aadhaar Data Privacy, mask the first 8-digits of Aadhaar number using OpenCV.
Legitimate claim detection system
- Data collection, Data Preprocessing and Exploratory data analysis. Feature Engineering, Feature Selection and Feature transformation, Hyperparameter tuning and deploy best performing ML model.
- Predict the legitimacy of insurance claims and improve the claim verification process.

Skills ⚙️⭐

Programming Languages:
- Python, R
Machine Learning Models:
- Linear Regression, Logistic Regression, Random Forest, XGBoost, SVM, Naive Bayes
NLP Models:
- TF-IDF, Word2vec, Doc2vec, HuggingFace model, BERT sentence Transformers
Deep Learning Models:
- RNN, LSTM, ANN, CNN, encoder-decoder
Database & Tools:
- SQL, SQL Server
Libraries and Tools:
- TensorFlow, Keras, Scikit-Learn, Gensim, NLTK, Pytesseract, PyCaret, Pandas, NumPy, Matplotlib, Seaborn, Regex, SciPy, OpenCV, BeautifulSoup, Git, GitHub, Excel, PowerPoint
Familiar Frameworks and Tools:
- XGBoost, LightGBM, Streamlit, Flask, FastAPI, Docker, Plotly-Dash, bokeh, Selenium, Power BI, Tableau

Education 📖🎓

Master Program: Data Science GreyAtom School Of Data Science, Mumbai AUGUST 2019 - JUNE 2020
Bachelor of Engineering: Computer Engineering Mumbai University JULY 2015 - MAY 2019

Certifications 🎓🚀

Learn LangChain: LLM Apps using OpenAi & Llama 2 -Udemy: (02/2024) Build Real World LLM powered applications with LangChain, OpenAI, Llama2, Hugging Face. Create Web Apps with Streamlit. | GitHub Link
Power BI Bootcamp -Skillto: (10/2020) Connecting Data, Slicers, Filters, Integrating Excel, Calculations, Aggregations, DAX, Logical Operations, Visualizations and Dashboards

Awards and Publications 🎖️

Recognized as the ‘Star of the Quarter’: (10/2023) For exceptional performance and contributions, showcasing excellence in Machine Learning and making significant contributions to Paramount Healthcare Management Pvt. Ltd
Hackathon Winner at GreyAtom: (01/2020) Winner of a Machine learning And Natural Language Processing hackathon at GreyAtom.
Paper publication in IEEE Conference: (12/2018) Paper publication in Journal of 2018 IEEE International Conference on Computational Intelligence and Computing Research.

Languages ⭐

English, Hindi, Marathi

About Me ⭐

Data Science certified professional with over 2+ years of rich and qualitative experience in developing and deploying ML models using Python programming. A dedicated ML Engineer with a passion for leveraging historical data to create positive and impactful products. Skilled in data analysis, model selection, and optimization techniques. Proficient in various ML frameworks and libraries such as TensorFlow, Keras, and Scikit-learn.

Bringing expertise in Machine Learning, Deep Learning, and NLP technologies, I specialize in developing prototypes and analytical models to address challenges with clients through the application of new, innovative capabilities. I have successfully managed machine learning projects, collaborating with cross-functional teams to gather and analyze data, ensuring effective project outcomes.

My hands-on experience extends to using Data Science Libraries in Python for data analysis and visualization, including NumPy, Pandas, SciPy, Scikit Learn, Matplotlib, Seaborn, NLTK, and Spacy. Currently, I am contributing my skills and knowledge as a Machine Learning Engineer in Pune.

📖 I’m interested in ML Engineering & NLP

👉🏼 Priority For Me: I’m looking for a great work environment as a data scientist in a reputed organization with innovation and strong data science teams, where my skills and potential will be very helpful for the team, and where I can grow technically..