K

Kiritee Konark Mishra

CEO

India14 yrs 5 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Led enterprise-wide risk and analytics for £0.8bn portfolio.
  • Designed scalable AI solutions for complex business problems.
  • Built and managed global teams across multiple locations.
Stackforce AI infers this person is a Fintech and Financial Services expert with a focus on risk management and AI transformation.

Contact

Skills

Core Skills

Ai TransformationBusiness StrategyMachine LearningCredit Risk ManagementAnalytics

Other Skills

Gen AISQLRegulatory CapitalGlobal LeadershipPython (Programming Language)Business TransformationCredit CardsSegmentationMarketing StrategySASSAS programmingPredictive AnalyticsBusiness AnalysisAnalysisPredictive Modeling

About

I lead risk, analytics, and AI transformation in large-scale, regulated Financial Services environments, combining executive ownership with hands-on delivery of advanced analytics and agentic AI systems. I have owned enterprise-wide risk and ML-driven decisioning across ~£1bn lending and credit portfolios, built and led global teams, and worked directly with Boards, regulators, and investors on governance, growth, and model risk. I focus on production-grade systems, bridging strategy, risk governance, analytics, and AI delivery to produce measurable business outcomes. Currently open to senior leadership, interim, and advisory roles across Risk, Analytics, and AI transformation, particularly in regulated financial services, fintech, and adjacent domains.

Experience

14 yrs 5 mos
Total Experience
3 yrs 1 mo
Average Tenure
1 yr 10 mos
Current Experience

Kirkomi technogies

Chief Executive Officer

Jul 2024Present · 1 yr 10 mos · India

  • Building end-to-end scalable agentic AI solutions for complex business problems, from use-case discovery and solution architecture through production deployment and value realization, across Fintech, Government and Healthcare-adjacent domains
  • ➤  Designed and delivered agent-based AI systems for complex non-standard income verification for a UK Fintech client, integrating ML rules, LLM-driven reasoning, agentic orchestration and production decisioning workflows
  • ➤  Leading a GenAI-enabled digital initiative with a State Government
Business StrategyMachine LearningGen AIAI transformation

Amplifi capital

Chief Risk Officer (CRO)

Sep 2021Aug 2023 · 1 yr 11 mos · London, England, United Kingdom

  • Executive ownership of enterprise-wide credit risk, analytics, and model-driven decisioning across a £0.8bn (~₹10,000 crore) loan and credit card portfolio. Defined and governed risk policy, risk appetite, model governance, and Risk Committee oversight for model-driven decision systems.
  • ➤  Built and led a 40+FTE global Risk, Data and Analytics organisation across London and Noida
  • ➤  Led data-driven growth strategy enabling ~400% portfolio expansion
  • ➤  Partnered with Board and investors to support a $260m capital raise
  • ➤  Introduced real-time, ML model-driven decisioning platforms for credit risk, fraud, and pricing at production scale
  • ➤  Acted as senior interface to UK regulators and government bodies, including advisory input into amendments to the Credit Union Act
Business StrategyCredit Risk ManagementMachine LearningGen AIAnalytics

Newday

Senior Strategy Consultant

Jun 2018Jul 2021 · 3 yrs 1 mo · London, England, United Kingdom

  • As a consultant to Senior Management, led Board-sponsored initiatives to mitigate the impact of major UK banking regulations (Persistent Debt, PSD2, IFRS9, BNPL)
  • ➤  Devised and assessed implementation of a suite of strategy solutions that reduced Persistent Debt exposure from ~60% to ~8 and protected ~£250m in portfolio value
  • ➤  Led analytics for due-diligence and term sheet negotiations for divestment of Personal Loans
Business StrategyCredit Risk ManagementMachine LearningAnalytics

Vanquis bank

Director - Customer Analytics and Reporting

Feb 2017Dec 2017 · 10 mos · London, United Kingdom

  • ➤  Set up a new analytics team to handle strategy assessment and reporting requirements for
  • the bank.
  • ➤  Working with Business Heads and Heads of Marketing and Risk teams, assessed business
  • requirements and translated them into technical specs for a suite of datamarts and MI
  • ➤  Developed a risk-reward framework for evaluating all future commercial decisions
  • ➤  Delivered an Account Level Profitability (ALP) solution which linked account level CRM data
  • with the bank’s financial General Ledger, topped with an intuitive, easy-to-use TABLEAU
  • visualization for all strategy evaluation purposes in the bank, from analysts to C-level execs
  • ➤  Built a Machine Learning model using Random Forest algorithm for real-time transaction
  • fraud detection
Business StrategyMachine LearningAnalytics

Barclaycard

5 roles

Head of Digital and New Media Strategy - Credit & Strategy Analytics, Barclaycard UK

Sep 2015Feb 2017 · 1 yr 5 mos

  • ➤  Created data driven strategies for optimizing new customer acquisitions through the Digital
  • channels- Paid Search, SEO, Display, Mobile, Financial Aggregators, 3rd Party affiliates, and
  • Social Media, for all Barclaycard products in the UK
  • ➤  Expanded into new channels like TV, Video-on-Demand, Print, London Underground
  • and Out-of-home.
  • ➤  Supported the MD - UK Acquisitions and MD - Marketing in achieving the new customer
  • acquisition targets while ensuring marketing budget is optimally allocated and necessary
  • financial controls are maintained.
  • Key Achievements
  • ¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯
  • ●  Analyzed the TV ad campaigns to accurately estimate the impact on new acquisitions and
  • brand metrics, and recommend optimizations on ad messaging, media buys and deal
  • structures for future ad campaigns. The analysis involved fuzzy matching techniques and
  • econometric analysis with Adstock parameters to measure halo impacts and isolate cross-
  • channel interactions between online and offline marketing activities, and behavior segment
  • and risk profiling to estimate additional credit risk not identified by risk models.
  • ●  Set up Big Data Hadoop platform on the website to improve analytical capabilities for
  • optimization of website conversions
  • ●  Created a test-and-learn framework for accurate attribution and planning of digital
  • channels- including Display and Search using Google GeoTests.
Analytics

Head of Strategic Analytics, Barclaycard Portugal

Promoted

Aug 2013Aug 2015 · 2 yrs

  • ➤  Provided thought leadership, identified business opportunities, and delivered data-driven
  • analytical strategies to spearhead the growth ambitions of the Portuguese Credit Card
  • business
  • ➤  Led the Portugal Analytics team, defining and driving the analytical agenda for the business
  • ➤  Led the wider European Analytics team’s efforts in delivering the regulatory portfolio Stress
  • Testing exercise for all Barclaycard Europe portfolios across UK, Germany, Portugal and
  • Spain.
  • Key Achievements
  • ¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯
  • ●  Delivered 30% Growth in new loan originations
  • ●  Developed original algorithm to calculate at a customer level, the pricing of offers provided
  • by competition to our existing customers. Tailored competition beating strategies at
  • customer level which delivered 20% growth in portfolio profits
  • ●  Directed a market segmentation for Portuguese credit cards, and conducted the
  • commercial evaluation of the profit pools. Identifying key priority under-served segments
  • and launched a new product as a result
  • ●  Led a pan-European team of Strategic Analysts to deliver the regulatory Stress Testing
  • exercise for all Barclaycard Europe portfolios. Built ARIMA time-series models to forecast
  • the portfolio assets under a recessionary environment. Working with the country-level
  • MDs and Risk and Finance Directors, devised alternate business strategies for each of
  • the countries in order to mitigate the risk to the business under macroeconomic stress.
Business StrategyCredit Risk ManagementAnalytics

Assistant Vice President - Strategic Analytics, Barclaycard Consumer Europe

Apr 2011Jul 2013 · 2 yrs 3 mos

  • ➤  Managed the pricing, yield and income streams for Credit card portfolios in the UK, Germany,      Spain, Portugal and Italy
  • ➤  Delivered key strategic projects that impact the Barclaycard UK portfolio
  • ➤  Autonomously identified profitability and customer experience enhancing opportunities in the      portfolio, and delivered on the optimisation strategies, seeing them through till implementation
  • Key Achievements
  • ¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯¯
  • ●  Reviewed and improved the existing methodology used for buying hedges and funding all
  • assets held by Barclaycard UK. This led to a £23 million saving in cost over 2012 and 2013
  • ●  Working with the Technology, Operations and Legal teams, identified and fixed multiple issues
  • with the billing systems that impacted customers and company on a very large scale. One
  • such instance restored £6 million in lost income annually. Another led to improved customer
  • experience for over 200,000 customers with substantial redressal payouts
  • ●  Designed and delivered multiple analytical training programs
Business StrategyCredit Risk ManagementAnalytics

Analytics Manager, Barclaycard Consumer Europe

Promoted

Nov 2009Mar 2011 · 1 yr 4 mos

  • ●  Managed Balance Build program for all of Barclaycard's UK portfolios
  • ●  Radically redefined business strategy when new UK regulations led to a reversal of payment
  • allocation structure
Business StrategyCredit Risk ManagementAnalytics

Senior Analyst, Barclaycard UK

Oct 2008Oct 2009 · 1 yr

  • ●  Managed Balance Build program for six diverse cobranded credit card portfolios ranging from
  • retail houses to 5-star hotels
  • ●  Started balance transfer program on 3 new partner portfolios.
Credit Risk ManagementAnalytics

Capital one

Analyst

Nov 2006Sep 2008 · 1 yr 10 mos · Nottingham, United Kingdom

  • ●  Devising Product Strategy for Capital One Savings
  • ●  Optimising the Internet and TV marketing strategy
Credit Risk ManagementAnalytics

Mojo networks, inc.

Intern, R&D

May 2004Jul 2004 · 2 mos · Pune Area, India

Education

Indian Institute of Technology, Kanpur

Master of Technology (M.Tech.) - Bachelor of Technology (B.Tech) — Electrical Engineering

Jan 2001Jan 2006

Stewart School, Bhubaneswar

Indian School Certificate (ISC)

Jan 1988Jan 2000

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