R

Ram K.

Founder

Fremont, California, United States23 yrs 10 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • 23 years of experience in data and analytics systems.
  • Founder of multiple successful tech ventures.
  • Expert in real-time analytics and IoT systems.
Stackforce AI infers this person is a Fintech and IoT expert with a strong focus on analytical systems and market microstructure.

Contact

Skills

Core Skills

Market MicrostructureAnalytical SystemsIot SystemsData AnalyticsBig Data Analytics

Other Skills

order flow tradingDerivativesDealerflowPython (Programming Language)StreamlitMarket-By-Order dataJavaKafkaSparkcouchbaseTechnical PresentationsTechnical SalesApplied AI & Analytical ModelingIndustrial, IoT & Process SystemsQuantitative & Market Systems

About

I’ve spent over 23 years designing, building, and operating complex data and analytics systems across multiple organizations and ventures from architecture and core algorithms to deployment, scaling, and long-term operation. I’m a founder and hands-on systems builder by nature. My work spans large-scale distributed platforms, real-time analytics, IoT systems, and quantitative data pipelines, where I’ve personally designed and implemented critical components rather than delegating them. Over the years, I’ve built and operated analytical systems across multiple data-intensive and industrial verticals, including banking platforms, telecom systems, adtech, equipment-rental IoT platforms, derivative market microstructure systems, and process-driven industrial environments. Across these domains, my focus has consistently been on handling non-stationary data, complex feedback loops, and real-world operational constraints. In recent years, I’ve built full-stack analytical and risk systems for market microstructure, industrial, and process-driven data, focusing on regime shifts, volatility dynamics, and decision-making under uncertainty. These systems were designed from first principles, stress-tested in live environments, and iterated continuously as conditions changed. As a founder and technical leader, I’ve scaled teams, mentored engineers, and translated ambiguous operational problems into working systems that survive real-world constraints - messy data, latency, failure modes, and incomplete information. My current focus is on applying generative and federated AI to manufacturing and food-processing environments, where raw-material variability, batch processes, equipment heterogeneity, and data-sharing constraints demand robust, privacy-preserving system design rather than centralized, static models.

Experience

23 yrs 10 mos
Total Experience
2 yrs 3 mos
Average Tenure
4 yrs 3 mos
Current Experience

Tickflow futures inc

Founder & CEO

Jan 2022Present · 4 yrs 3 mos · Fremont, California, United States · On-site

  • Founded and operate an internal engineering venture focused on building end-to-end analytical systems for derivatives market microstructure, with primary emphasis on futures and options data.
  • Personally designed and implemented a full-stack dealer-flow and market microstructure analytics engine using Python and Streamlit, incorporating Market-By-Order (MBO) Level-3 data, order-flow reconstruction, dealer positioning metrics, volatility dynamics, and regime detection for non-stationary, high-frequency market environments.
  • The system analyzes order-level events, queue dynamics, add/cancel/execute behavior, and dealer hedging responses, enabling detailed study of liquidity formation, absorption, and volatility responses across changing market regimes.
  • Architected from first principles and evaluated continuously under live conditions, the platform emphasizes analytical correctness, interpretability, latency awareness, and behavior under stress, rather than commercial or performance-driven outcomes.
  • This role involves full ownership of system design, implementation, validation, and long-term operation, with a strong focus on understanding failure modes, feedback loops, and microstructure effects in complex real-time data systems.
order flow tradingDerivativesDealerflowPython (Programming Language)StreamlitMarket Microstructure+1

Skalenow inc | skalenow technologies india

Founder & CTO

Dec 2015Dec 2021 · 6 yrs · Chennai, Tamil Nadu, India · On-site

  • Founded and led the technical and organizational direction of a data and analytics company delivering large-scale IoT and real-time analytics platforms deployed across manufacturing and industrial environments.
  • Built and managed a 20-member multidisciplinary engineering team, covering data engineering, platform development, analytics, QA, and DevOps, while remaining hands-on with core system architecture and critical design decisions.
  • Designed and implemented end-to-end IoT data pipelines and analytics systems supporting equipment-rental and plant-operations use cases, with live deployments across manufacturing facilities including TVS Motors, Saint-Gobain, and other large industrial plants.
  • Led CXO-level technical and solution discussions, including architecture presentations, system walkthroughs, and roadmap reviews, translating complex operational requirements into scalable, production-grade platforms. Represented the company at international industry forums, including Big Data Summit Dubai (2016), where I presented platform architecture and use cases.
  • Owned business and technical strategy development, including solution positioning, platform roadmaps, and execution planning, while handling RFI/RFP processes, technical proposal development, and solution validation.
  • Managed vendor selection, procurement, and integration across domestic and international partners, working closely with suppliers and technology vendors in India, Sweden, the Netherlands, and China to support hardware, IoT, and platform requirements.
  • Maintained end-to-end responsibility for system reliability, scalability, and long-term maintainability, prioritizing operational stability, data quality, and performance over short-term delivery metrics.
IoT SystemsData Analytics

Undertone

Individual Lead Contributor

Feb 2014Sep 2015 · 1 yr 7 mos · San Francisco Bay Area

  • Management of globally located offshore big data team of up to 23 professionals to develop the end to end Analytics Pipeline, using various big data technologies. Key achievements in a short time include,
  • Designed and developed unified big data pipeline for realtime ad bidding analytics from scratch using Java, Kafka, Spark, druid and couch base.
  • Automated the benchmarking of different NOSQL and graph databases using python, Java and YCSB.
  • Developed C++ and golang based components for the conversion tracking and frequency capping features of adserver.
  • Developed C++ and golang based components to integrate with third party api’s for programmatic request handling and profile targeting of adserver.
  • Moved heavy weight request handling components from c++ to golang which scaled the ad request handling from 2k requests/sec to 50k requests/sec.
  • Developed REST based web services using ruby for third party to consume our data.
  • Developed test automation framework using ruby rspec for mobile and desktop ads.
  • Worked closely with QA and dev-ops team to help with smoother product release.
  • Established big data training for the scrum teams, business users and development teams for every Agile release in order to attain efficiency.
JavaKafkaSparkcouchbaseBig Data Analytics

Ask.com

Senior C++ Consultant

Jul 2010Feb 2014 · 3 yrs 7 mos

  • I worked here through cognizant.
Technical Presentations

Cognizant technology solutions

Technical Manager

Dec 2008Feb 2014 · 5 yrs 2 mos · Edison, NJ

  • Hands-on big data architect responsible for implementing big data solutions for various clients of Cognizant. Managed and directed a large team of developers, functional and automation test engineers for Enterprise Web, Mobile, and Cloud application product lines generating >$25M in yearly revenues.
  • Responsible for:
  • Migrated C++ based related search systems at Ask.com to Java, Hadoop and Hive based architecture.
  • Designed and developed unified data pipeline from scratch using Storm, ZeroMQ and Hadoop eco system.
  • Developed Python based Adult Content classifier using SVM liblinear model.
  • Developed C++ based bloom filter for auto complete backend.
  • Handled application that generates 105 TB data and delivered related search in seven different languages.
  • Architected, redesigned and implemented Say media’s Web, Mobile and Cloud application across all phases of product development
  • Designed and developed Unified Big Data pipeline from scratch using Storm, Kafka, Hadoop, Hive and HBase on Amazon AWS architecture.
  • Developed sentiment analysis tool using python to track user sentiments about typepad.
  • Development of Onsite/offshore team of up to 35 professionals, increase the group’s productivity and focus through the identification of resources and priorities necessary to execute plans, tracking performance and make budget/resource reallocation decisions, talent acquisition and development activities and performance management activities include setting performance standards, job goals and appraisals.
  • In a short span of time improved test coverage from 10% to 85% of the product code coverage.
  • Implemented successful, high visibility Product Releases from concept to roll out.
  • Collaboration with globally located teams, Client interactions and product management throughout SW development life cycle to develop project schedules and appropriate resource allocation models for all dev related activities
Technical PresentationsTechnical Sales

Dow jones

Senior C++ Consultant

Dec 2008Jun 2010 · 1 yr 6 mos

  • I worked here through cognizant

Ultramatics

Application Developer

Feb 2008Dec 2008 · 10 mos

Velankani

Module Lead

Jul 2007Jan 2008 · 6 mos

Airvana

Senior C++ Consultant

Jul 2007Dec 2007 · 5 mos

  • I worked in airvana through Velankani in Bangalore

Verizon data services

System Analyst

May 2005Jul 2007 · 2 yrs 2 mos

Ibm global services

Software Engineer

Jan 2005May 2005 · 4 mos

Telesis global solutions

Software Engineer

Sep 2003Jan 2005 · 1 yr 4 mos

Meenakshi information systems

Programmer Part-Time

Jan 2002Sep 2003 · 1 yr 8 mos · Chennai Area, India

Education

University of Madras

Bachelors — Information Technology

Jan 2000Jan 2003

Directorate Of Technical Education

Diploma — Computer Technology

Jan 1997Jan 2000

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