Manish Kumar
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Manish Kumar Email & Phone Number

Data Scientist |Technical Product Manager |Credit Risk Analytics| BFS, Fintech | CAIIB | Ex Shell, ICICI | IIIT-B at Idexcel
Location: Bengaluru, Karnataka, India 7 work roles 5 schools
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Role
Data Scientist |Technical Product Manager |Credit Risk Analytics| BFS, Fintech | CAIIB | Ex Shell, ICICI | IIIT-B
Location
Bengaluru, Karnataka, India
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Manish Kumar is listed as Data Scientist |Technical Product Manager |Credit Risk Analytics| BFS, Fintech | CAIIB | Ex Shell, ICICI | IIIT-B at Idexcel, a with 650 employees, based in Bengaluru, Karnataka, India. AeroLeads shows a matched LinkedIn profile for Manish Kumar.

Manish Kumar previously worked as Senior Technical Product Manager at Idexcel and Senior Manager at Icici Bank. Manish Kumar holds Master'S Degree, Data Science from Liverpool John Moores University.

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Idexcel

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About Manish Kumar

Currently serving as a Senior Program Lead – Analytics Consulting at Idexcel, I specialize in leveraging data science and analytics to solve complex business challenges. With expertise in credit risk modeling, portfolio management, and predictive analytics, I empower organizations to make data-driven decisions and drive corporate growth.Previously, as a Senior Manager at ICICI Bank, I managed credit appraisals for large and mid-corporates, fund disbursements, and cross-functional collaborations, achieving measurable business outcomes. Prior roles at Syndicate Bank and Canara Bank honed my expertise in streamlining operations, mitigating risks, and optimizing credit evaluation processes.Before transitioning to finance, I gained global exposure and leadership experience in the maritime industry as a Shipping Manager at Shell and a Navigating Officer at Torm A/S, where I mastered operational excellence, logistics, and team management.Passionate about the intersection of finance and technology, I’ve developed predictive models for PD, LGD, and EAD estimation, utilizing tools like Python, SQL, and Tableau. My ability to bridge technical expertise with strategic insights enables me to deliver actionable solutions that align with organizational goals.Let’s connect to discuss opportunities in finance, analytics, and corporate transformation.

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Manish Kumar's current company

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Idexcel
Idexcel
Data Scientist |Technical Product Manager |Credit Risk Analytics| BFS, Fintech | CAIIB | Ex Shell, ICICI | IIIT-B
herndon, virginia, united states
Website
Employees
650
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7 roles

Manish Kumar work experience

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Senior Technical Product Manager

Current

Bengaluru, Karnataka, India

In my role as Senior Program Lead – Analytics Consulting at Idexcel, I focus on delivering data-driven solutions to complex business challenges in the financial domain. I lead initiatives in credit risk modeling, including PD, LGD, and EAD estimation, and develop predictive models to enhance decision-making processes. By leveraging advanced analytics tools such as Python, SQL, and Tableau, I transform raw data into actionable insights, helping clients optimize their risk management strategies and achieve operational efficiency. I also collaborate with cross-functional teams and stakeholders to ensure the seamless execution of projects, aligning data science capabilities with organizational objectives to drive measurable outcomes.

Dec 2024 - Present

Senior Manager

Bengaluru, Karnataka, India

Responsibilities:Credit appraisal of corporates and servicing large and mid-corporates with turnover ranging above 2.5 billion p.a.Ensuring execution of end to end set processes such as financial analysis, note making, documentation etc.Understanding client’s business, financials and prepare quality appraisal note in collaboration with Risk Management team.Facilitating disbursement of funds once sanction is in place through coordination with various internal groups and ensuring completion of post-disbursement documentation activities in coordination with control groups such as Legal, Compliance, Credit Middle Office.Managing a high quality portfolio of corporate clients, acquiring and onboarding new clients. Understand & cross-sell various retail asset & liability products to capture the entire ecosystem of corporate clients

Sep 2023 - Dec 2024

Credit Manager

Bangalore Urban, Karnataka, India

Responsibilities Managing documentation, reporting, and information management for a team of 10 underwriters.Developing and implementing standard operating procedures for credit personnel to achieve consistency in unit operations and decrease turnaround time to six days from 14 days.Maintaining effective cross-functional operations with sales, management, and other departments and increasing retail sales by 120% YOY.Evaluating applicants' financial status, credit scores, and property values to determine loan feasibility.Utilising various industry tools such as Cibil, Crif, Equifax, and Experian to evaluate customers creditworthiness and potential risk factors.Involved in designing and developing a loan processing system with IT and app development teams.Reviewing credit limit requests from financial service and sales teams semi-annually.Assessed and sanctioned more than 2500 mortgage proposals.KEY HIGHLIGHTSImplemented a new customer service training program and raised the average rating to 4.5 from 4.0.Prepared budgets, forecasts, and profit and loss reports that reduced expenses by 10%.Improved documentation systems and reduced error rates in review from 10% to 2%.Increased number of proposals sanctioned from 110 crores to 240 cr in FY 2022-23.Educated, coached and mentored 44 branches, resulting in a 130% increase in regional business in FY2022-23.Increased the volume of proposals by 50% through retail camps.

Jul 2020 - Sep 2023

Lead Credit Analyst

Bengaluru, Karnataka, India

Analyzed borrowers and debtors for debt investments in the financial inclusion sector.Liaised with borrowers and analyze & monitor financial performance, track covenants, and prepared quarterly and annual financial reports.Identified and mitigated credit risks in existing and proposed debt transactions.Managed the execution of mandated deals, including obtaining internal approvals, managing deal documentation, and coordinating with external partiesDeveloped credit analytical models for obligors, underwritten credit exposure and managed credit obligors' risk actively.KEY HIGHLIGHTSIncreased credit revenue by 400 crores by adding 1800 new accounts during the FY 2017 - 2020..Awarded thrice as "Analyst of the Year".

Jul 2017 - Jun 2020

Branch Manager

Bangalore

Led staff of over 20 personnel by implementing training, engaging in proactive problem-solving, and ensuring company compliance.Boosted branch sales by developing and deepening customer loyalty through incentive programs and achieved a positive YOY branch business growth.Opened 2500+ new various types of accounts for customers, including savings, current, and RD accounts.Developed prospects for new loans through weekly cold calling.Produced reports outlining financial data to assist management with making strategic plans and operational decisions.Identified and capitalized on community business opportunities with effective networking.

May 2015 - Jun 2017

Operations Manager

Global

Planned, controlled, and executed all activities connected with maintenance, repairs, dry-docking, conversion, or modification of assigned vessels.Monitored vessel performance trends including speed, fuel, and lubricating oil consumptions, and implement timely remedial actions where these are outside agreed or expected parameters.Investigated and adopted optimal shipping and receiving strategies by selecting the best carriers, routes, and methods to minimize costs and enhance schedules.Conducted, aggregated, and distilled market research into meaningful and actionable insights.

Mar 2012 - May 2015

Navigating Officer

Global

Navigated safe passages to over 60 countries with zero incidents.Performed thorough, accurate and efficient repairs and preventive maintenance.Checked supply levels against expected voyage requirements and requisitioned required supplies.Completed frequent inspections, identified concerns and corrected problems independently.Acted as liaison between ship's captain and shore personnel to maintain schedules and budgets and to operate ship safely and efficiently.Developed and implemented performance improvement strategies and plans to promote continuous improvement.Exceeded goals through effective task prioritization and great work ethic.

Apr 2008 - Feb 2012
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Colleagues at Idexcel

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5 education records

Manish Kumar education

FAQ

Frequently asked questions about Manish Kumar

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What company does Manish Kumar work for?

Manish Kumar works for Idexcel.

What is Manish Kumar's role at Idexcel?

Manish Kumar is listed as Data Scientist |Technical Product Manager |Credit Risk Analytics| BFS, Fintech | CAIIB | Ex Shell, ICICI | IIIT-B at Idexcel.

Where is Manish Kumar based?

Manish Kumar is based in Bengaluru, Karnataka, India while working with Idexcel.

What companies has Manish Kumar worked for?

Manish Kumar has worked for Idexcel, Icici Bank, Canara Bank, Syndicate Bank, and Shell Trading.

Who are Manish Kumar's colleagues at Idexcel?

Manish Kumar's colleagues at Idexcel include Shamini Aravindan, Kirana L D, Raghu Murthy, Vidya E, and Dethikrishna Dethikrishna.

How can I contact Manish Kumar?

You can use AeroLeads to view verified contact signals for Manish Kumar at Idexcel, including work email, phone, and LinkedIn data when available.

What schools did Manish Kumar attend?

Manish Kumar holds Master'S Degree, Data Science from Liverpool John Moores University.

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