Omkar
Mumbai, Maharashtra, India
Experience: 3 years
Open to: Full-Time, Part-Time
Education: Bachelors
Availability: Within 30 Days
Skills: AWS, Docker, Git, LLMs/ChatGPT, Matplotlib, MySQL, NumPy, pandas, Power BI, Problem Solving, Python, PyTorch, SAP, scikit-learn, ServiceNow, TensorFlow
Previously worked at: IT Service Companies
Assessment Score: 75
- Educational Background
Holds a Bachelor’s degree in Electrical Engineering from P.E.S. Modern College of Engineering, Pune, and a Master’s in Data Science from Inside AIML Institute, Mumbai, along with various industry-relevant certifications in Python, Machine Learning, Data Visualization, and Generative AI. - Professional Experience
Currently working as a Technology Analyst at Infosys since October 2021, with a focus on building machine learning models and recommendation systems. Collaborated with notable clients like InsightVale and Adidas to optimize business processes through predictive analytics and data-driven insights. - Expertise in Machine Learning & Data Science
Strong expertise in Python programming, statistical modeling, machine learning (e.g., SVM, Logistic Regression, Decision Trees), deep learning (ANN, CNN, RNN), and natural language processing (NLP) using advanced techniques like LSTM, GRU, and BERT. Skilled in deploying models using Flask, Fast API, and cloud platforms like AWS. - Project Management & Model Deployment
Successfully built and deployed several data science models, including a cancer cell classification model, employee churn prediction system, and drug recommendation engine. Proficient in deploying these models in production environments using Flask and AWS, ensuring scalability and efficient model monitoring. - Hands-on with Data Preprocessing and Feature Engineering
Adept at handling large datasets, performing advanced data cleaning and structuring, and applying feature selection techniques like Variance, Mutual Information, and Correlation to enhance model performance. Skilled in SQL for data extraction and manipulation, and experienced in using visualization tools like Power BI. - Commitment to Continuous Learning & Development
Continuously enhancing skills with courses in Machine Learning, Data Analysis, and AI, and actively contributing to GitHub projects. Proven ability to learn quickly and apply new technologies to solve real-world business challenges, delivering impactful results and actionable insights.