SHIBADRITA SAHA

I’m Shibadrita Saha, a Data & AI Engineer and Project Associate at IISc Bengaluru, working on agentic frameworks, LLM-based fault management, and log analysis. Skilled in Python, SQL, and Machine Learning, I bridge research and applied engineering to build intelligent, data-driven systems.

Previously, I interned as a Data Engineer at NYX, optimizing Airflow pipelines and cloud automation, and completed job simulations with KPMG, Accenture, and PwC, strengthening my expertise in analytics and business insights.

Passionate about MLOps, generative AI, and applied analytics, I thrive where data drives innovation.

• Mentor of Dramatics Club (Josh) and Art Club (Kalakriti), Institute of Engineering & Technology, Lucknow-226021.
• Member of club - Parmarth in Institute of Engineering & Technology, Lucknow-226021, providing assistance to underprivileged students.
• Student Coordinator, Hindi Higher Secondary School (2018-2019) - Organized inter-School competitions with 500+ student participation.
• Head Girl (2014-2016), Pranavananda Vidya Mandir.

• Object Detection (People Tracking and Counting): Implemented advanced data analysis techniques using CNNs and pre-trained models for real-time recognition of individuals.
• Employee Database and Payroll Management System: Designed and implemented a web application to automate manual processes, improving data storage and access for better performance.
• Implementation of Lexical Analyzer using LEX: Developed a program for implementing Lexical Analyzer using LEX Tool, enhancing proficiency in compiler design.
• Guided Project - Analyze logs in Azure Monitor with KQL by Microsoft Learn: Resolved performance issues within a retail chain's IT infrastructure using KQL queries in Azure Monitor Log Analytics.
• Guided Project - Calculate and print student grades by Microsoft Learn: Refined expertise in crafting basic applications, executing mathematical operations and formatting output effectively.
• Image Classification using CNNs - • Crafted a CNN model, attaining 95% accuracy on 500+ images. • Elevated recognition performance by 20% through cutting-edge deep learning strategies. • Skills: Machine Learning, Python, TensorFlow, CNNs.
• Quantitative-Research-Analysis - • Refined financial datasets, increasing forecasting accuracy by 15%. • Synthesized large datasets to drive investment strategy and decision-making. • Skills: Python, Jupyter Notebook.

• · Introduction to Data Science by Cisco
• · Prompt Engineering for Everyone (AI0117EN, provided by IBM Skills Network)
• · CSS And JavaScript Programming Language And Python Programming Language from PROPER DOT INSTITUTE (Udemy)
• · Master Course in Certified Professional in Project Management 101 from Udemy by Dr. José J.
• · Master Course: Edge AI and Edge Computer Vision from Udemy by Dr. José J.
• · Master Course in Cloud Management from Udemy by Dr. José J.
• · Key courses taken on Data Structures and Algorithms, Computer Networks, Software Engineering, Operating System, Database Management Systems, Statistics
• · Python for Data Science (IBM - PY0101EN)

• Cognizant , Artificial Intelligence job simulation, 08/2024 - • Built a Python module with 95% accuracy, optimizing data efficiency by 30%. • Skills: Python, Predictive Analytics, Machine Learning.
• AWS APAC , Solutions Architecture Job Simulation, 05/2024 - • Architected scalable hosting solutions, enhancing client growth by 30%. • Skills: Solution Architecture, Client Communication.
• PwC Switzerland , Power BI Job Simulation, 02/2024 - • Constructed KPI dashboards, improving decision-making efficiency by 40%. • Skills: Power BI, Data Visualization, Communication.
• Accenture North America , Data Analytics and Visualization Job Simulation, 01/2024 - • Synthesized social media insights, boosting client engagement by 35%. • Skills: Data Analysis, Data Visualization, Storytelling.

• JPMorgan Chase & Co. - Quantitative Research Job Simulation, Forage - • Improved trade lifecycle and risk assessment accuracy by 20%. • Enhanced FICO score prediction reliability by 25%. • Skills: Credit Analysis, Data Analysis, Python, Statistics.
• JPMorgan Chase & Co. - Investment Banking Job Simulation, Forage - • Gained insights into financial modeling and investment banking processes. • Skills: Financial Modeling, Investment Banking, Data Analysis.
• Participant - SIMSREE Trading League 2024, Unstop • Applied trading strategies and market analysis to optimize portfolio performance. • Skills: Market Analysis, Trading Strategies, Portfolio Management.
• PwC Switzerland - Digital Intelligence Job Simulation, Forage • Used data-driven insights for strategic decision-making. • Skills: Data Analysis, Strategic Decision-Making, Business Intelligence.