I am Harneet Singh Bali, an Electrical & Electronics Engineering graduate from Manipal Institute of Technology, with Minors in Data Science. Integrating this comprehensive background with practical experience in business analytics, I bring a results-oriented approach, highlighted by AI research contributions and diverse technical projects, showcasing a commitment to innovation and impactful problem-solving.
ResumeLed the design and implementation of KPI-driven dashboards, introduced Python automation for a 40% efficiency boost in data consolidation, optimized data pipeline architecture for a 35% reduction in processing time, and spearheaded a 2-member team to develop a consolidated, one-stop view from multiple sources, significantly improving data accessibility.
Conducted customer research to identify roster optimization pain points, developed and implemented a Python-based data-driven solution leading to a 20% increase in operational efficiency, developed a Streamlit web app for automated data analysis and sales insights, managed the full product development lifecycle for a web analytics platform, and utilized Markov Analysis to derive customer ordering insights and provide data-driven recommendations.
As an Undergraduate AI Research Assistant under Professor Harish Kumar J.R., I successfully improved optic disc segmentation in optical fundus images by making modifications to the Double U-Net model, achieving notable results with a Dice coefficient of 0.952 and a Jaccard Index (IOU) of 0.90.
Contributed to project planning and execution by collaborating with the electrical engineering team, while also assisting in managing project resources such as procurement and inventory control.
Graduated with Bachelors in Electrical and Electronics Engineering with minor specialization in Data Science.
Relevant Coursework: Machine Learning Tools & Technologies, R Programming, Data Structure & Algorithms, Principles of Soft Computing, Essentials of Management.
Python, SQL, R Programming, C++, HTML, CSS, JavaScript
Data Wrangling (Numpy, Pandas), Data Visualisation (Matplotlib, Seaborn), Power BI, Machine Learning Algorithms, Deep Learning Algorithms
Leadership, Stakeholder Management, User Research, Agile Methodologies