Balaji S M

Balaji S M Email and Phone Number

Manager - Decision Sciences @ HSBC
Bengaluru, KA, IN
Balaji S M's Location
Bengaluru, Karnataka, India, India
About Balaji S M

Transaction Monitoring | Financial Crime | Data Science | Machine learning | NLP | Deep learning IT Experience • Taking major responsibility in the financial compliance and risk management process that involves the continuous tracking and analysis of financial transactions to identify and investigate potentially suspicious or fraudulent activities Primarily to detect and prevent money laundering, terrorist financing, fraud, and other illicit financial activities, ensuring adherence to legal and regulatory requirements.• Perform detailed analysis of the Transportation data provided by the clients and extract meaningful insights which can be compiled into reports that will be communicated back to the clients.• Telecom customers benefited from the insights provided for their attrition rate. As a key data analyst, my team & I built this project using Python & R as the base.• Developed customer segmentation for the credit card industry to improve their marketing strategy by identifying key trends & patterns. Python & R are the base technologies used• A key component of the project was also to develop robust reporting & dashboarding to different customer horizontals including technical teams to leadership, so that they can make key real-time decisions as well. As a data analyst, we learned to customize & push the technology constraints of Tableau & Excel• Sentiment analysis is also a key factor in improving the customer’s business strategy. So, we developed a separate module for analyzing the reviews & opinions of our customer’s stakeholders. The core NLP techniques were used in the development• Predictive analytics using deep learning is also a project that I worked on while developing training modules to handle & predict texts and images • Going the extra mile, implemented stored procedures (SP) in SQL to bridge & support the UIThrough my professional journey, I've gained substantial experience that has refined my interpersonal abilities while enabling me to effectively supervise and guide team members. Also, I've recognized that facing challenges and setbacks is an integral part of life and that an individual's greatness is not determined by credentials alone but by their character, attitude, and work ethic. I've consistently placed a strong emphasis on accountability in my approach to work.

Balaji S M's Current Company Details
HSBC

Hsbc

View
Manager - Decision Sciences
Bengaluru, KA, IN
Website:
hsbc.com
Employees:
186860
Balaji S M Work Experience Details
  • Hsbc
    Manager - Decision Sciences
    Hsbc
    Bengaluru, Ka, In
  • Deloitte
    Aml-Transaction Monitoring Specialist
    Deloitte Jan 2022 - Present
    Bengaluru, Karnataka, India
    In response to elevated regulatory requirements to monitor money laundering activities, we've successfully integratedTransaction Monitoring (TM) solutions on top FCCM system (Oracle Mantas). This implementation covers a range ofproduct domains, including Securities services, Trade operations, and CASA, employing diverse rules and scenariosmeticulously designed to detect AML warning signs as stipulated by regulatory bodies and endorsed by leading industrystandards.During… Show more In response to elevated regulatory requirements to monitor money laundering activities, we've successfully integratedTransaction Monitoring (TM) solutions on top FCCM system (Oracle Mantas). This implementation covers a range ofproduct domains, including Securities services, Trade operations, and CASA, employing diverse rules and scenariosmeticulously designed to detect AML warning signs as stipulated by regulatory bodies and endorsed by leading industrystandards.During the solution implementation, responsibilities included:• Conducted data preparation and executed User Verification Testing (UVT) protocols to uphold data integritystandards.• Employed segmentation techniques to categorize customers according to business line, geographical location,risk assessment, and transaction patterns.• Formulated and aligned AML scenarios to ensure consistency and effectiveness in detecting suspiciousactivities.• Utilized advanced statistical methodologies to optimize thresholds, enhancing the accuracy of identifyingpotentially fraudulent transactions while minimizing false alerts.• Facilitated Below the Line (BTL) testing procedures to evaluate the efficacy of proposed thresholds in flaggingsuspicious activities.• Presented segmented customer data alongside adjusted thresholds to CFCC teams, facilitating informeddecision-making processes. Show less
  • Dat Freight & Analytics
    Supply Chain Associate
    Dat Freight & Analytics Aug 2019 - Jan 2022
    Roles and Responsibilities – Conduct a thorough analysis of client-provided Transportation data, extracting valuableinsights for detailed reports. Reports encompass performance metrics for specific lanes, carriers, and geographies,including weekly trends by mode, carrier, and industry. Additionally, leverage Machine Learning algorithms to deliverestimations to clients based on the data.Modeling – Gathered semi-annual shipment-level data from clients, conducted standard data… Show more Roles and Responsibilities – Conduct a thorough analysis of client-provided Transportation data, extracting valuableinsights for detailed reports. Reports encompass performance metrics for specific lanes, carriers, and geographies,including weekly trends by mode, carrier, and industry. Additionally, leverage Machine Learning algorithms to deliverestimations to clients based on the data.Modeling – Gathered semi-annual shipment-level data from clients, conducted standard data validations to rectifyerrors and proceeded with machine learning modeling upon data clearance. Utilized machine learning algorithms togenerate estimates for lane rates, enabling clients to evaluate performance and trends across various metrics such aslane, carrier, geography, mode, and industry through comprehensive reports.Building Automated Workflows – Tailored workflows are developed for individual companies to streamline dataanalysis processes based on their specific requests and rules. Tableau-based weekly dashboards are provided, enablingcustomers to track their performance seamlessly with up-to-date data readily accessible. Show less
  • Tata Consultancy Services
    Data Analyst
    Tata Consultancy Services Sep 2017 - Aug 2019
    Bengaluru
    • As a vital member of the data analysis team, contributed to a project leveraging Python and R to providevaluable insights on attrition rates, benefiting telecom clients.• An integral aspect of the project involved creating comprehensive reporting and dashboarding solutions tailoredto various customer segments, from technical teams to leadership, facilitating real-time decision-making. Asdata analysts, we skillfully customized and expanded the capabilities of Tableau and Excel… Show more • As a vital member of the data analysis team, contributed to a project leveraging Python and R to providevaluable insights on attrition rates, benefiting telecom clients.• An integral aspect of the project involved creating comprehensive reporting and dashboarding solutions tailoredto various customer segments, from technical teams to leadership, facilitating real-time decision-making. Asdata analysts, we skillfully customized and expanded the capabilities of Tableau and Excel to meet our projectneeds.• We also recognized the importance of sentiment analysis in enhancing our customer's business strategy.Consequently, we created a dedicated module to analyze reviews and opinions from our customer'sstakeholders, employing fundamental NLP techniques in the process. Show less
  • Profond Ai
    Intern
    Profond Ai Jan 2017 - Sep 2017
    Bengaluru Area, India
    Got a great opportunity and platform to learn and build the skills in analytics and have a sharp turn from being a mechanical engineer towards the statistics and analytics.
  • Indian Railways
    Project Intern
    Indian Railways Jan 2015 - Mar 2015
    Mysuru, Karnataka, India

Balaji S M Skills

Leadership Asp.net Mvc Team Building R Public Speaking Data Science Personal Development Predictive Modeling Matlab Persistence Predictive Analytics Microsoft Sql Server Motivational Speaking Data Analysis Business Development Communication Team Management Team Leadership Data Mining Tableau Strategy Team Organisation Asp.net C (Programming Language Distributed Team Management Tenacious Work Ethic Programming Microsoft Office Microsoft Access Microsoft Excel Leadership Development .net Framework Visual Basic For Applications Sql Interpersonal Skills Teamwork Analytical Skills Public Relations Statistical Modeling C# Statistics Data Visualization Spss Creative Entrepreneurship

Balaji S M Education Details

Frequently Asked Questions about Balaji S M

What company does Balaji S M work for?

Balaji S M works for Hsbc

What is Balaji S M's role at the current company?

Balaji S M's current role is Manager - Decision Sciences.

What schools did Balaji S M attend?

Balaji S M attended The National Institute Of Engineering, Mysore, Alva's College Of Education, Sundari Ananda Alva Campus, Moodabidri- 5742207, Sfs School - India.

What skills is Balaji S M known for?

Balaji S M has skills like Leadership, Asp.net Mvc, Team Building, R, Public Speaking, Data Science, Personal Development, Predictive Modeling, Matlab, Persistence, Predictive Analytics, Microsoft Sql Server.

Who are Balaji S M's colleagues?

Balaji S M's colleagues are Kevin Franco, Lamia Aziz, Rahul Kasaudhan, Leong Yew Mun, Veronique Pruvost, Shahid Iqbal, Anurag Jindal.

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