Experience

Generative AI – Services

• Delivered multiple proof of concept scalable Generative AI solutions in cross-functional, improving decision-making accuracy by 25%, by implementing agentic AI workflows, and domain-specific semantic kernels.

• Accelerated AI adoption across global IT services by reducing deployment time by 40%, by developing custom GenAI frameworks and predictive AI systems integrated into data-centric platforms.

Treasury – Risk Control & Digitalization

• Reduced manual effort in treasury risk management processes by 35%, by automating workflows with Time Series Models, Power Apps, Power Automate, and Machine Learning models for anomaly detection.

• Improved data security and compliance by anonymizing PII in financial datasets, as measured by adherence to GDPR standards, while enabling 25% faster financial time series analysis through key metric visualization and advanced analytics.

Treasury – Strategy & Acquisitions

• Optimized test case management in treasury software integration, reducing upload effort by 50%, by developing a streamlined software solution for automated test case uploads.

• Improved strategic acquisition decision-making by 20%, by building AI-driven financial models and collaborating with cross-functional teams to align digitalization with product strategy.

Tech Stack: Python, SQL, Power BI, Power Apps, Power Automate, Semantic Kernel, LangChain, PyTorch, MLOps, Azure, Treasury Finance Systems, DataOps & Time Series Analytics

• At Department of Computer Science, RTG IT Security Infrastructures Lab under Prof. Felix Freiling

• Established the real time data flows for healthcare Saas product and core feature development from data aspect

• Formulated a data model for genesis components of the product also maintained efficient data integration processes, including extraction, transformation, and loading (ETL) pipelines

• Constructed visualisations and reports to present data analysis results to stakeholders, continuously improving data processes, workflows and systems to enhance efficiency in the drug diversion domain.

• This involves identifying bottlenecks, implementing automation, and optimising data pipelines for better performance and doing POC and EDA as per requirements

Tech Stack: Nifi, Airflow, SQL, s3, Java, Python, Spark, Data modeling, File format

Fidelity Life | Insurance

• Crafted the real time data flows to Legerity FastPost Express and General Ledger that enable IFRS 17 operational reporting to occur in confluent environment

• Developed a common data model along with logical architecture of data layers (ingestion, conformance, CDM, enrichment & service, consumption) for achieving IFRS17 standard solution by integrating all streaming data sources with  legacy systems, Refactored insurance data into fact & dimensions allowing for easier access of data stakeholders

Tech Stack: Confluent, Kafka, KSQL, CDC Connector, Java , Docker, Git

British Petroleum | Chemicals & Petroleum 

• Developed a data pipeline on S3 parquet files using AWS glue where data needs to be migrated from CDL (Cloudera Data Lake) to AWS

• Implemented Java & python scripts for the ETL process and leveraged the advantage of spark and SparkSQL to minimize the time required for execution of scripts

Tech Stack: AWS S3, AWS Glue, SparkSQL, Java, Python, AWS Redshift, S3, Step Function, Cloud Formation, Athena

Hess | Energy and Utilities

• Designed the data flow migration from SAP HANA to redshift using AWS services resulting in an annual cost savings of $750000 and an increase of performance of 14%

• Helped in creating and monitoring data extraction pipeline where from Amazon S3 to Migrated over 10TB data from Amazon Redshift as delta system were used for visualizing running analytics workflow

Tech Stack: S3, SAP HANA, AWS redshift, SAP Lambda, Athena, CloudWatch, SNS, cloud formation, QuickSight

Beam Suntory | FMCG

• Developed SAP connector responsible for connectivity of Accenture platform with the SAP ERP application which supports data fetch & write operations for different modules across versions consuming various endpoints exposed by SAP Jco library

Tech Stack: SAP HANA, SQL, Java, SAP Jco Library, workflows in SAP, IDoc/RFC

State of Texas | IT Solutions

• Experienced in SAP identity access management, Infrastructure security, Managing SAP R3/4 security, SoD conflicts within GRC access control with potential risks & critical security task handling

• Modelled script to automate the tasks, direct client handing with severity-1 cases and SLA integration with audit and business teams in security, mitigation control, MSMP workflow design including upgrades and migrations

Tech Stack: SAP Security, HANA, GRC, IAM, Java

• Founded an ed-tech aggregator, team of 6 contributors to help rural youth in STEM, career guidance and mental health ,Part of (WSP) Women startup program 3.0 pre-incubated by NSRCEL of IIM Bangalore with Goldman Sachs

• Formulated business model and collaborated with the with 450+ schools, helped approximately 35000 students make informed choices

• Building product (platform ) to handle the end to end flow of matching the user(youth) with right project/ opportunity and enabling them to complete and accelerate the career in a timely and regulated way

Stack: Prototype development, MVP design, Lean Canvas

• Written 15+ blogs and edited 50+ articles as content writer mainly related to youth empowerment, contribution of NGO to eliminate digital divide, child upliftment and diverse set of social topics

• Worked and contributed in various social project under Y4D foundation on 17 projects, scattered among 18 states and has beneficiary reach 237427+ people

• Worked on internal modules of Marathi (Native Language) news clustering by integrating custom Marathi lexical dictionary with K-means clustering algorithm and yielded accuracy up to 72%

• Implemented system to detect real time traffic signs using OpenCV Python library and Posture corrector using deep learning framework using camera with customized database

• Accomplished vocational training in telecom networks, understood the comprehensive integration of telecom equipments and fields like broadband, WIMAX,GSM mobile (2G/3G),NGN fixed line switching ,CDMA-WLL,OFC, transmission system and computer networking