Milon Mahapatra
Kharagpur
Summary
Results-driven AI/ML Engineer with strong expertise in machine learning, statistical modeling, and advanced analytics. Spearheaded the development of a Streamlit dashboard and a Q-learning algorithm, enhancing pricing strategies and doubling loan approval rates. Strong problem-solving skills complemented by a solid work ethic drive impactful data-driven decisions.
Overview
9
9
years of professional experience
1
1
Certification
Work History
Senior Data Analyst
StratLytics
Bhubaneswar
03.2021 - Current
- Designed and developed a Streamlit dashboard to generate actionable business insights, aiding in pricing strategy formulation.
- Implemented Q-learning algorithm for price recommendation, utilizing clustering, entropy, and sensitivity analysis to derive competitor insights.
- Built a serverless AWS Glue pipeline for automated data preprocessing and a SageMaker pipeline for forecasting prices for the world's largest oil and gas supplier.
- Developed calculation engine in Python to automate manual calculations, integrating various tools for end-to-end data processing.
- Extracted and merged data from advertisement, sales, and promotions databases using SQL scripts, enabling better decision-making.
- Productionizing the solution to forecast demand from sales data using feature creation and elimination, ensambling and then loading the results back to MongoDB.
- Developed a Decision Tree-based ML model to enhance the underwriting process, improving loan approval rates by 2x within six months.
- Designed originations and collection scorecards over 12 months using logistic regression in Python, significantly improving the client's underwriting and collections efficiency.
- Built originations scorecards to optimize the risk-return tradeoff for loan approvals.
- Used LLM capabilities to classify the intent and category of the user query and generate the answer from the articles that are stored in Azure Index.
Business Analyst (Retail Operations & Supply Chain)
TTK Prestige
03.2017 - 02.2021
- Led demand forecasting and inventory optimization to align stock levels with sales targets, reducing stock-outs and improving turnover.
- Coordinated supply chain, marketing ROI analysis, and MIS reporting to improve service levels and provide actionable insights.
- Managed sales analytics infrastructure to support data-driven decision-making.
- Designed MIS for sales function, streamlining reporting processes.
- Analyzed customers' purchase behaviors for sales planning.
Education
P.G. Diploma - Data Science and Business Analytics
Great Lakes Institute of Management
Austin, Texas11.2020
M.B.A. - Marketing & Retail
Vidyasagar University
01.2017
MTech - Electronics and Communication Engineering
SRM University
Chennai01.2013
B.E - Electronics and Communication
Visvesvaraya Technological University
01.2010
Skills
- Data modeling
- Data visualization
- Machine learning
- Statistical modeling
- Data ingestion
- Python programming
- Database management
- PostgreSQL database
- PySpark framework
- AWS cloud solutions
- Azure cloud services
- Flask web framework
- Problem solving
- Planning and execution
- Team collaboration
- Work ethic
Certification
- Certification of Business analytics and Artificial intelligence for the duration of 9 months which was jointly organized by IIT Kharagpur and Virginia Tech USA.
- Big Data engineering with Hadoop and Spark certification, CloudX-Lab
- Azure, AWS cloud certifications
Publications
An Interconnectivity Based Efficient Partitioning Algorithm of Combinational CMOS Circuits, Milon Mahapatra, M. Malathi, and B. Srinath, International Journal of Computer Applications (IJCA), vol. no.1, pg. no.18-21, National Conference on VLSI and Embedded Systems(NCVES), 02/01/13, Chennai, https://www.ijcaonline.org/proceedings/nceves/number1/11308-1305
Timeline
Senior Data Analyst
StratLytics
03.2021 - Current
Business Analyst (Retail Operations & Supply Chain)
TTK Prestige
03.2017 - 02.2021
P.G. Diploma - Data Science and Business Analytics
Great Lakes Institute of Management
M.B.A. - Marketing & Retail
Vidyasagar University
MTech - Electronics and Communication Engineering
SRM University
B.E - Electronics and Communication
Visvesvaraya Technological University