Apr 2024 – Nov 2025 · 1 yr 7 mos · Kolkata · Hybrid

• Roles and Responsibilities :
• 1. Developed a robust predictive analytics model for Change Management Platform, leveraging historical change program data to provide accurate predictions.
• 2. Led delivery for insights and data-driven organizational change strategies for multiple clients undergoing large-scale transformations across digital, systems, strategy and operations.
• 3. Applied advanced statistical methods to analyze business performance across clients, identifying key success drivers and providing actionable insights that informed targeted strategies for effective change management and improved outcomes.
• 4. Developed organizational analytics solutions using Machine Learning and Natural Language Processing (NLP), creating AI-driven cultural assessments and collaborating with clients across the industries.
• 5. Conducted NLP-driven analysis on organizational data to assess culture, leadership signals, and digital practices using both outside-in and inside-out approaches.

Sep 2023 – Mar 2024 · 6 mos · Bengaluru · Hybrid

• Roles and Responsibilities :
• 1. Performed Marketing Mix Modelling and ROI analysis to quantitatively estimate the effectiveness of various marketing channels for different pharma clients.
• 2. Has managed analytical processes such as data identification, collection and data pre-processing.
• 3. Created Marketing Mix (MMx) benchmarking dashboard of >130 MMx studies conducted at Axtria.
• 4. Performed data visualisation by translating complex data sets into comprehensive visual representations to explore potential patterns and improve decision making.

Jul 2021 – Sep 2023 · 2 yrs 2 mos · Kolkata, West Bengal, India

• Roles and Responsibilities :
• 1. Proficient in handling various large scale projects in Life Science practices viz,. Sentiment Analysis by converting unstructured contact center data into meaningful insights using ML & AI techniques.
• 2. Worked on various advanced analytics projects like Sample Optimization Technique, Market Mix Modelling, etc.
• 3. Conceptualized and developed analytical solutions that are relevant to the Pharma clients across sub-areas such as, Predictive modelling, Forecasting, sales analytics, marketing analytics, etc.
• 4. Used statistical techniques for reporting the impact of Sample Optimization in the US Pharma Markets.

Nov 2020 – Jun 2021 · 7 mos · Gurugram

• Roles and Responsibilities :
• 1. Cost-Effectiveness Analysis and Budget Impact Analysis
• 2. Worked on country adaptation for Health Economic Models - CEM and BIM
• 3. Replicated Health Economic Models for various disease areas
• 4. Worked on decision-based analytic models : Partitioned Survival Models (PSM), Markov Models and Decision Tree Models
• 5. Conducted quality checks to ensure the accuracy of analysis done and data included in health economic models

Apr 2020 – May 2020 · 1 mo · Bengaluru, Karnataka

• Achievements / Tasks :
• 1. Data Quality Assessment.
• 2. Data Insights.
• 3. Data Insights and Presentation.
• Fascinating to see how data and market research are transformed into usable information, which can then formed as part of a business plan to drive growth.

Apr 2020 – May 2020 · 1 mo · Bengaluru, Karnataka

• Program Deliverables :
• 1. Exploratory Data Analysis
• 2. Predictive Analytics
• Segmented the dataset ,drew unique insights, including visualization of the transaction volume and explored correlations between customer attributes, built a regression prediction model based on the findings.

Jul 2019 – Oct 2019 · 3 mos · Kolkata Area, India

• I worked as a Project Intern on Linear Models and Regression Analysis, under the supervision of Sir Debasis Sengupta ,ISI, Professor (HAG) ,Applied Statistics Unit, Kolkata.