Siva S Kumar

Operations Associate

Nepean, Ontario, Canada9 yrs 8 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • 7+ years of experience in data science across multiple domains.
  • Expert in statistical modeling and machine learning algorithms.
  • Certified Investment Adviser with a focus on customer insights.
Stackforce AI infers this person is a Fintech expert with a strong focus on data analytics and AI solutions.

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Skills

Other Skills

AI AgentsAlgorithmsAnalyticsArtificial Intelligence (AI)Business AnalysisBusiness AnalyticsBusiness InsightsCC++Cohort AnalysisCredit AnalyticsCredit RiskData AnalysisData MiningData Science

About

Analytics Leader with 7+ years of rich experience in various domains of data science ranging from customer insights to building APIs in R for personalized solution recommendations in Financial Services. As certified Investment Adviser, skilled in mapping various asset classes of Mutual Funds based on the customer persona. Mastered in statistical modelling & machine learning algorithms by offering credit analytics solutions to financial institutions. Hands on experience on researching, designing and prototyping the full stack scalable data analytics vision and AI based solutions to various businesses across the industries.

Experience

9 yrs 8 mos
Total Experience
1 yr 9 mos
Average Tenure
--
Current Experience

Canada post / postes canada

2 roles

Manager, Customer Experience Analytics (Acting)

Jun 2022Feb 2023 · 8 mos · Ottawa, Ontario, Canada

Analytics Specialist

Nov 2019Present · 6 yrs 7 mos · Ottawa, Ontario, Canada

Fia technology services private ltd.

Head of Data Science

Apr 2019Nov 2019 · 7 mos

  • Setting up data science operations to serve 1.5 Billion people!

Kaleidofin private limited

2 roles

Senior Data Science Analyst

Oct 2017Mar 2019 · 1 yr 5 mos

  • Customer Insights, Analytic framework, Researching, Designing, Prototyping the full-stack scalable data analytics vision and machine learning solutions to challenge various business issues.
  • About KaleidoFin : kaleidofin is a fintech platform that propels under-banked customers towards meeting their real life goals by providing intuitive and tailored financial solutions. our name “kaleidofin” is inspired by the power of financial solutions to enable beautiful possibilities of a future life for each customer.
  • Kaleidofin will leverage the full India stack, existing distribution networks, analytics, structuring and user-centred design to drive outcomes for customers, in the process, we will also help enrich the digital asset of each such customer.
  • kaleidofin.com

Consultant

Aug 2017Oct 2017 · 2 mos

  • Data Science Consultant

Waayo

Founder

Jul 2016Nov 2018 · 2 yrs 4 mos · Gurugram, Haryana, India

Zimmber

Assistant Manager - Analytics

Jun 2015May 2016 · 11 mos · Mumbai Metropolitan Region

  • Data Scientist
  • a) Spearheaded in setting up the analytic function in Zimmber & thus creating story out of data to make data driven decisions
  • b) Data Engineering: Data mining from web, social streams, documents and images using crawling & OCR tools. Also experienced with data visualisation leveraging Tableau, Excel and R.
  • c) Machine Learning: Hands on experience in handling classification algorithms & sentiment analysis. Implemented the brand performance analysis from the social media data. Optimisation of Google Adwords through keyword classification & thus kept ppc costs in control
  • d) Hands on: Web analytics tools (MixPanel, GA, Flurry, Apps Flyer etc), R, SQL and Excel - Experience of quantifying impact of product features for sales conversion improvement, A/B testing, attribution, campaign analysis, cohorts analysis
  • e) Analysed closely with co-founders, product managers, category managers to design/define, measure and track suitable metrics for efficiency & Influence product roadmap for Zimmber website and mobile App through high quality digital analytical insights and recommendations
  • Growth Hacker
  • a) Responsible for driving both Mobile user acquisition & retention and worked with co-founders directly in developing growth strategies.
  • b) Established processes to streamline execution of mobile/online marketing efforts - planning, executing, reporting & optmisation. Managed mobile marketing, with a strong ROI-focused approach & keeping an eye on discounts & CAC
  • c) Leveraged CLTV(CustomerLifeTimeValue) concepts in segmenting the customers for marketing campaigns.
  • d) Designed & Automated the process of sending event based notifications in MongoDB which showed significant growth in sales
  • e) Studied user behaviour, un-install behaviour and come up with solutions to improve the same & to coordinate with Business, Product & Marketing teams to get the best experience for the customer and improve customer retention and repeat usage/booking behaviour

Infotrie financial solutions

Intern

Mar 2015May 2015 · 2 mos · Greater Delhi Area

  • ISR( ESG ) Classification, Machine Learning, Sentiment Analysis leveraging R libraries. Stock screening, Spark R introduction, R Studio, Shiny App

Indian institute of technology, delhi

2 roles

Undergraduate Teaching Assistant

Jul 2014Jan 2015 · 6 mos

  • Course Name: Financial Mathematics ( MAL-732 )

Financial Mathematics and Computer Science Student

Jul 2010May 2015 · 4 yrs 10 mos

Halseeon solutions, pvt ltd

Intern

May 2013Jul 2013 · 2 mos · Bangalore, India

  • Tested the performance of particular company based on the combined analysis of Technical analysis and Fundamental Analysis of a particular stock (derivative) using the historical data and health indicators (figures) of a company from the annual and quarterly reports.

Inria

Summer Internship

May 2012Jul 2012 · 2 mos · Greater Grenoble Metropolitan Area

  • Detected & Located the pixels that sound in the given video using Canonical Correlation Analysis

Education

Indian Institute of Technology, Delhi

M.Tech integrated (5 year) — Financial Mathematics and Computer Applications

Jan 2010Jan 2015

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