Ambarish Krishnamurthy

CEO

San Jose, California, United States28 yrs 4 mos experience
Most Likely To SwitchAI ML Practitioner

Key Highlights

  • 25 years of experience in electronic trading and blockchain technology.
  • Expert in architecting ultra-low latency systems.
  • Proven ability in AI/ML applications and integration.
Stackforce AI infers this person is a Fintech expert specializing in high-frequency trading and blockchain technology.

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Skills

Core Skills

BlockchainAi/mlCloud MigrationTrading SystemsSoftware DevelopmentRisk ManagementAutomationDatabase ManagementMigrationHigh-frequency TradingMarket Data DevelopmentFtp Server DevelopmentTrade Execution Development

Other Skills

API DevelopmentAWSAgentic FrameworkAnalysisAutoEncoderAutogenAzureAzure FunctionsCC#C++ClusterConsultingContinuous IntegrationData Pipelines

About

Passionate result driven and articulate electronic trading,blockchain technology leader with 25 years of experience in real time mission critical applications.Hands-on expertise in C++ 17/19, Golang, Rust, Python 3.x, Java 8.0, React.JS, typescript. Demonstrable track record of architecting, developing, delivering ultra low latency and high throughput systems.Well experienced in re-engineering existing platforms to Azure/AWS cloud, increase capacity and improve performance. Experience in managing large scale global technology organizations (100 + teams) focused on recruiting, mentoring, training and promoting talent. Build successful partnerships with technology peers and business heads in planning and delivering a cohesive business-technology strategy for revenue generation. Leading by example, writing the code, fixing bugs, and participating in design discussions to help the engineers. Set the long term vision for all infrastructure, API and services evolves to stay ahead of market needs. Proven ability in AI/ML applications, having integrated AI Agentic models, MCP, and Large Language Models (LLMs) for enhanced decision-making, automation, and intelligent insight generation. Experienced in training and deploying models using GPT 4.x, Claude, Llama, and leveraging LangChain and LlamaIndex to build advanced, context-driven applications. Expertise and exposure in: * Market Data Feeds for Equities/Options L1/L2 * Ethereum Blockchain L1, L2, EVM base, DeFI, UniSwap, AMM, XRP Ledger * Solana Validators, Smart Contracts, dApps * Crypto and Equiteies Quantitative algorithmic trading - various trading strategies * Interfaced with Coinbase,Gemini,OKX, Binance * Digital Wallet Management Systems,Payments * Banking, Portfolio - Equities, Basket, Options, Fixed Income * GDPR, CCPA, ITIL, COBIT, TOGAF, ISO, HIPAA * FINRA/SEC Regulations expertise * pyTorch, TensorFlow, SciFitKit * Lead Andriod / ios / web interfaces for user trading interface, API based trading * Secure CryptoCurrency Trading systems intel SGX, AWS Nitro, ARM TrustZone * Low Latency and High Frequency DMA Trading Systems * Kernel by-pass open-onload Solarfare, SIMD OpenMP 4.0, Memory/Cache Hierarchy * ECN and client connectivity for Bloomberg, Trade web * Lock Free Data structure for fast concurrent access and update * GoLang 1.20, gRPC, Asynchronous microservices * Clearing and Settlement Systems * Pytest testing framework, cucumber * CI/CD Pipeline github actions * RHEL 9.x, Ubuntu Linux Multithreading * Data Structures and Algorithms * C/C++ 11/14/17/19 * FIX 4.4 * Python 3.10 * Shell script

Experience

28 yrs 4 mos
Total Experience
1 yr 11 mos
Average Tenure
3 yrs 3 mos
Current Experience

Purdue university

Advanced Gen AI Student

Jun 2025Sep 2025 · 3 mos · Santa Clara, California, United States · Remote

  • Modern Banking Customer Support AI Agent using Multi-Agent Architecture –
  • Multi-agent GenAI system tailored for banking customer support workflows. The goal is to reduce manual effort, enhance customer satisfaction, and ensure timely response to support-related feedback and queries.
  • Enabling AI-Powered Business Intelligence for Organizations - An innovative Business Intelligence Assistant, aims to address data challenges by developing an automated AI model using advanced technologies, including LangChain, Retrieval-Augmented Generation (RAG), and Large Language Models (LLMs). Generate and Visualize insights and recommendations
  • Agentic Healthcare Assistant for Medical Task Automation - This project aims to develop an Agentic Healthcare Assistant that functions as a virtual medical assistant. The system utilizes Agentic AI frameworks, RAG pipelines, and memory modules
PythonLangChainAI/ML

Hyperion ai

Chief Technology Officer / Co-Founder - Web3 Blockchain AI Analytics - Low latency Quant Platform

Mar 2023Present · 3 yrs 3 mos · Palo Alto, California, United States · Remote

  • Hands-on deep experience in cloud architecture, modern data pipelines, UI/UX Layer, AI/ML integration, multiple blockchain and pricing integration, proven math-based calculation engine with peak 250K QPS, ensuring product scalability, performance optimization, and security.
  • Swapper for Automated Trade Execution into multiple DEX, custom batching Roll-ups, multi-wallet connection for funds in smart contracts using Rust.
  • Expert in ETH, EVM, Solana blockchain protocol and infrastructure. various third-party APIs like alchemy, graph, infura, coin gecko for wallet transaction analysis for all the types, smart contracts execution in Rust, dAPPS, DEX aggregator, bridging, staking, lending, rewarding.
  • Tech stack React.JS in frontend, Azure Cloud data pipeline ETL Layer with ADLS2, Apache Spark Jobs, Azure Data factory, Redpanda, Kubernetes cluster, Redis Cache cluster,kafka stream, Elasticsearch, Protobuf, grPC Services for real-time, Iceberg/Delta, Java Microservices, golang for all scanner services, MongoDB, Node.JS for MVP, Azure CDN, FrontDoor, Azure service bus.
  • Pytorch, NumPy, Pandas, Tensorflow to train in-house LLM Models based upon LLama, GPT 4.x, Claude 2.0, Anthropic POC. Gen AI, ransformer Model, Statistical ML
  • Agentic AI framework for DEX Pricing, Market data, Crew AI, Autogen, RAG Pipeline APIs third-party integration
  • Partnership with trading firms,Wall street investors
  • Played an instrumental role in negotiating deals ,partnerships with key vendors and clients including offshore vendors in India, Vietnam,Singapore ensuring that technical solutions align with broader business goals. My ability to understand the market dynamics has allowed me to lead product strategy effectively, keeping innovation at the forefront.
  • Technology entrepreneur who has managed the entire product lifecycle from ideation to execution. I understand the importance of agility and adaptability, essential qualities for navigating the fast-evolving build fast deliver fast
C++RustAI/MLBlockchainAzureKubernetes+1

Yahoo

Senior Director / Distinguished Architect

Apr 2022Sep 2023 · 1 yr 5 mos · Mountain View, California, United States · On-site

  • Responsible for the macro architectural coherence across Yahoo Finance organization.
  • Managed a large team of 85 Plus engineers with multiple Senior Managers,Senior ICs, Junior mix. Fostering a shared vision and purpose for the team. Healthy Team Morale. Delegates effectively.
  • Responsible for promotions, performance management, set objectives, expectations, budget, team building, team mentorship, team activities, hackathon, bug bush, quality jam, monthly financial jam, Product, Engineering, Design Demos to management.
  • Responsible for driving and owning long-term architectural roadmap like Data Transformation from bare metal to AWS Cloud migration of entire Yahoo Finance backend feeds, data pipelines, quote, exchange feeds, cache, databases, serving layer services, front end react, svelte on Node.JS, content management, cross-functional alignment across all teams and projects in the organization. Observability and Monitoring across the Yahoo finance stack with Grafana, Chrnosphere, AWS based monitoring with Open Telemetry
  • Deployed LLM workloads via Microsoft AI Factory and Vertex AI, orchestrating multi-cloud inference, fine-tuning, and governance workflows across experimentation and production environments.
  • Drove overall strategy with respect to buy versus build considerations. Participated in M&A due diligence efforts of the company
  • Responsible for review, modify, approval of all Engineering abstracts, designs, GraphQL Federation service/Router, gRPC across YF stack, SEC Filings, portfolio broker integration. Established coding guidelines and policies for Design Process Code reviews across mobile stack swift, Kotlin, React.JS,Java, C++ and drove the technological change management across YF. Involved in Community/social initiatives in YF, AI with Gemini, compare feature,innovative portfolio features for social community.
  • Drove API latencies reduction across Frontend (web, mobile) to Back-end tracing, page metrics, KPIs, OKRs across YF to measure, exceed SLA.
C++AWSData TransformationCloud Migration

Motocho

Director - Trading System for Crypto Currencies

May 2021Apr 2022 · 11 mos · Palo Alto, California, United States · On-site

  • Architected and Designed Crypto Smart Order Routing System, Order Placement Service, Exchange Gateway and Data Gatherer Service for real time streaming crypto quotes and orders. Hands-on Leader C++, golang, Python
  • Executive level presentation to VCs, Partner Companies,Handled Merger and Acquistion of the company including tech architecture, vendors, Budgeting, People Management
  • API gateway guidance using Azure function apps, orchestration APIs, API wrap. Expert knowledge of Cloud development including Azure, AWS EC2
  • Servant Leader focusing on empowerment and leading Global team size of 35 , conduct daily scrum calls, Hiring World class Engineers, Performance review, Lead level meetings, building and motivating team member towards the Founder vision and goals
  • Provide Mentorship, career growth to team
  • Build a strong engineering culture around innovation, accountability, empathy, and execution
  • Responsible for all the Code and Design reviews in C++, Python, Golang,Java, Cloud based services, scripts. Work cohesively with DevOps, QA, Product Management, Customer issues, Front-End ios dev. Hand-stitched Backend MicroServices,MongoDb, PostgresDB, Redis Cache
  • Extensive experience in designing, implementing, and delivering complex enterprise solutions, with a strong understanding of SaaS, cloud technologies (AWS, Azure, GCP), data management, and enterprise software sales cycles
  • In-depth knowledge of security, cybersecurity, compliance regulations (GDPR, CCPA, etc.), and data governance, privacy, and protection frameworks
  • Lead Test development team of 5 people and formulated a plan for regression test suites, automated testing, integrating with multiple product lines, test cases, stress testing using python 3.x, logging, pytest,cython, structlog
  • Deployment in large, containerized computing environments utilizing Kubernetes with Docker containers. Managed production Kubernetes resources and deployments using tools and languages like Kubectl, Helm
C++GolangAPI DevelopmentTrading Systems

Cadence design systems

Lead Software Architect

May 2019Apr 2021 · 1 yr 11 mos · San Jose, California, United States

  • Architected and coded end to end asymmetric encryption for capturing customer information for tampering
  • and cloning the license server. Development done in C/C++ languages for Linux, Windows OS both 32 bit and 64-bit libraries.
  • Architected, designed and developed B2C REST API Client and Server for user authentication, installer of the software, Validation licensing components. Used Mainstream token library and Encryption methods.
  • Build Validation based library and Machine Finger Printing Library for various groups within cadence and External Customer. Integrated library with License Server, core Softshare tools, Dev library.
  • Dev done on C++ 14/17, cross-platform Windows and Linux and ARM compatible. Number of Corporate users that checks out license on daily basis are at least 2 Million. Library exists within every product group within the firm.
  • Partner with Product Management in defining our product roadmap including defining the initiatives, features, and stories (and related estimates) required to deliver.
  • Facilitate and participate in code reviews for the engineers on the team (20) to ensure delivery of clean, well-tested, and performant software.
  • Led team of size 8 and mentored product manager, QA manager, Development team Leads. Team Representation for Cadence Management and high-profile customers.
C++REST APISecuritySoftware Development

Ankr

Lead Software Architect

May 2018Apr 2019 · 11 mos · San Francisco Bay Area

  • Designed a Secure Centralized Crypto Currency Exchange to trade and settle various crypto currencies in C++ 14.
  • Extensive use of intel SGX enclave trusted library for secure processing.
  • Developed orderbook and settlement process based upon Cornell professor Research Paper on executing real time cryptocurrency trading systems.
  • Hub sever in Go lang to service various requests from the user to start/list/cancel image with stream interface to Kubernetes Daemon and Digital Ocean client. Used RabbitQueue, Redis Memcache and gRPC communication in golang. Designed and built REST APIs.
  • Docker based deployments, bazel build, envoy proxy based services, distributed databases.
C++GoKubernetesTrading Systems

Morgan stanley

VP Tech team lead C++

Jan 2017Jul 2018 · 1 yr 6 mos · Greater New York City Area

  • Low latency Risk Infrastructure Lead Developer in C++ 11/14 Linux Platforms for Limit checks and breaches. Multi threaded architecture and in-memory ring buffer data structures. 100s of OMS linking to low latency library.
  • python based random number generation, limit book and C++ market data mock venue decoder
  • Report of 6-8 people globally across New York, Asia, India. conducted Performance reviews, given feedbacks, code reviews, training of various tools, best practices, defining coding standards, test plan framework, code releases etc. Reported to Senior Management.
  • Responsible for delivery of Aggregated breach callbacks using message contracts for various trade orders both in-band and out-of-band. Low level latency profiler and measurements using RDTSC, perf. The C++ interface Handles FIX, XML and blob and google protobuf message formats. Heavy Boost, Smart ptrs.
  • Various tools in C++ like Fast string optimization, conflated Queues, race condition elimination, High performance libraries.
  • Lead Architect and Developer for Global Short Sell Locate Manager in C++. used by Asia,Europe,North America
  • GPB library to publish a KDB table to publishing to various consumers via in house messaging infrastructure and Google protobuf. Good working knowledge of kdb.
  • Dynamic Limit allocator model development in C++ 11/14. gcc,clang compilers.
C++PythonLow LatencyRisk Management

Jpmorganchase

VP, Application Developement Lead

Apr 2014Nov 2016 · 2 yrs 7 mos · Manhattan, New York

  • Ultra-Low Latency High Frequency Trading system developer in C++ 11/14. Handles DMA Connectivity new client specs development and Limit Checker risk infrastructure. This is for Equities and Foreign Exchange.
  • Guidance and mentorship (India/UK team) for GUI based log replay engine and support for binary protocols. Architecture level, Code review, testing, deployment. Done in C++ 11 and Java.
  • Developed and deployed Low latency test framework infrastructure for log replay,DMA,Classic Risk checks
  • Compression of Large Equity orders into few C++ 11 for fast production FIX and binary order replay.
  • Exchange connectivity and binary protocols
  • Led Teams
C++JavaLow LatencyTrading Systems

Bank of america

VP Hands on Technical C++/Shell/Perl Developer dealing extensively with Portfolio Trading Desk

Apr 2013Apr 2014 · 1 yr · Greater New York City Area

  • Responsible for automation of several weekend, start of day, end of day across large systems using Perl, Korn Shell, Batch scripts as some OMS Process runs on Windows Cluster and mainly on Linux.
  • Responsible for developing various alert scripts to alert traders for various combinations of FIX orders using MS SQL Server database, Perl and batch scripting.
  • Responsible for enhancing various release process and automating the release process using shell scripts.
  • Responsible for Enhancing and modifying C++ basket Order entry book data structures using boost STL.
  • C++ code development in Linux for new business requests for various alerts, orders splitting and downstream systems message format modification.
  • Support day to day issues related to Portfolio Trading desk requests from 8.30 to 6:00 PM. Support
  • Involves fixing problems and issues on the fly in High Pressure Trading Environment efficiently.
  • Improved the stability of the overall system by analyzing the Crash dump of the process, log files, managing day to day expectations of the Traders, Operation Users.
  • Responsible for developing various FIX parsing Linux shell scripts to look at FIX Order messages both at Client level and Internal Merrill tag level and various downstream systems.
  • Debugging End to End systems by analyzing various incoming stream of data and working effectively with several electronic trading system team leads and development leads.
  • Ensure root cause analysis is undertaken for all incidents.
  • Failover testing for MS-SQL Server Primary and backup and Cluster.
  • Training of 3 Offshore team members to bring them up to Speed on the OMS, Exchange
  • Connectivity system. Assign scripting, database stored procedure work to them on an weekly basis. Conduct Performance Reviews and mentor junior developers.
PerlShell ScriptingC++Automation

Barclays investment bank

AVP ROLE dealing extensively with Business, offshore

Jan 2011Jan 2013 · 2 yrs · Greater New York City Area

  • Responsible for developing some monitoring alert Scripts for Disk Level, CPU Level, Process level across Europe, Asia, America Hosts.
  • Responsible for various database proc enhancements in MS-SQL and Sybase.
  • Support issues related to FIX, Appia configuration, Futures Exchange connectivity.
  • Bug Fixes related to C++ Code in FIX Linux Process, Perl Script to track Order Ids from FIX Messages at various downstream processes on Linux.
  • Responsible for developing a scripting component that is used across Futures business.
  • Communication of software changes and environmental improvements.
  • Issue investigation, escalation where appropriate, plus resolution ownership.
  • Good experience of scripting for process automation and system task efficiencies.
C++SQLPerlDatabase Management

Ubs investment bank

Senior Consultant

Jan 2010Jan 2011 · 1 yr · Greater New York City Area

  • Responsible for migration of existing clearing agent, Chase to the new clearing agent, Bank of New York.
  • Gathered all user requirements for the migration.
  • Designed and wrote all test plans for the migration.
  • Hands on C++ Development for migration of all C++ modules and Led a team of 3 developers coordinating and overseeing all tasks including migration of all C++ modules, Perl migration, upgrade to Solaris 10, upgrade to Sybase 15, and UNIX shell scripts. Uses TIBCO RV Interface to pass the messages to Clearance Process.
C++PerlShell ScriptingMigration

Mantara

Senior Developer ( High frequency trading )

Jan 2008Jan 2010 · 2 yrs · Greater New York City Area

  • Advanced Trading Technology Solutions for multi Asset, multi Broker high speed trading
  • Led the effort to develop new market data feeds using various Market Data Drivers like ARCA, INET, and SIAC in an online trading environment. Responsible for the entire effort from project initiation to project closure – starting from requirement gathering, writing functional and technical specification, development, and successful production release. Hands on Development in C++ for ARCA,INET,Posix Threads
  • Development performed in C++, Windows, and Sybase for taking Security Master-data from Reuters Datascope for Equities, Options, Indices, and Futures. Extensive use of boost STL libraries
  • Lead a team of 3 developers.
  • Written Easy to Borrow, Hard to Borrow APIS for OMS Developers. Written Suffixes API for different symbology translation.
  • Led weekly status meetings to update status to the senior management.
  • Also led the effort to train production support team on the newly released code.
  • Used FIX 4.2 in Routing Futures Orders to CME,NYMEX Exchange
C++PerlSQLHigh-Frequency Trading

Hold brothers on-line investment services, llc

Senior Developer (Direct Access Trading)

Jan 2006Jan 2008 · 2 yrs · Greater New York City Area

  • Responsible to develop several new market data feeds in C++, Posix Threads. Used boost map,hash_map
  • Data structures.
  • Design of Market Data stream driver, feed process for ARCA, INET, SIACDRIVER, BOOKSERVER, QUOTESERVER. Developed processes in C++ using WIN32 APIs including TCP/IP, SHARED MEMORY, MUTEX, SEMAPHORE and CRITICAL SECTION, MULTICAST SOCKET. Some MFC Classes were also involved including GUI development. Fine tuned existing processes to reduce CPU usage.
  • Led a team of 2 to 3 developers.
  • Led weekly status meetings to update status to the senior management.
  • Also led the effort to train production support team on the newly released code.
C++PerlHigh-Frequency Trading

Deutsche bank

Senior Developer (Equity – Trade connectivity)

Jan 2006Jan 2006 · 0 mo · Greater New York City Area

  • • Developed, enhanced and modified FTP daemon server process in C++. This included writing appserv code using multithreading, TCP/IP sockets, interface with ORACLE OCCI library, and PL/SQL stored procedures
C++Azure FunctionsMarket Data Development

Bloomberg lp

Senior Developer (Trading Systems, Auto Execution, Interest Rate Swaps)

Jan 2003Jan 2006 · 3 yrs · Greater New York City Area

  • Designed and developed trade execution and communication channels for different asset class including swaps, and derivatives for an online Bond Trading (Bids/Response) System in C/C++.
  • Supported front-end traders, customers, and other members of the team to troubleshoot real-time issues.
  • Designed and developed the swap database engine to save and restore various pieces of swap types including asset swap, Cap/Floors, Total Return, RACL, Fix-float, Float-Float in C/C++, COMDB. Developed end of day swap position reports.
  • Developed various tools, Interface APIS, Offline processes, shell scripts to automate DB updates, Swap Reports, Shared Memory update, Upload Swaps, Trading System Interface.
  • Real time online support of critical bug fixes of various DRQS. This is done in real time while customers are on the phone. Swap Transfer utility, Swap API utility to send the data to various other processes using Bloomberg Internal API.
C++Azure FunctionsFTP Server Development

Compunnel software group, inc.

Senior Developer/consulting for various High profile banking clients in critical delivery positions

Jul 1997Apr 2003 · 5 yrs 9 mos · Greater New York City Area

  • Municipal Credit Union , NY
  • JP Morgan Chase, New York
  • Trade Web, NY
  • Goldman Sachs, NY
  • BEA Systems, San Jose, CA
  • Tuxedo, Web Sphere MQ Middleware testing design and tuxedo system programming knowledge.
  • Very strong background in C++, C language, SQL Stored Procedures, Clearcase Management of Files, Visual SourceSafe.
  • Sound knowledge of LINUX, UNIX AND WINDOWS InterProcess communication (including POSIX Threads, message queues, shared memory, semaphores), Multithreading, Socket interface for TCP/IP, shell script programming, UNIX utilities like sccs, cvs), SQL interface (including join, select, update), Windows 2000 System programming (including processes, threads system calls, Mutex, Critical Sections and Events and VMS System Programming (Global Sections, Mailboxes, Events RMS, DEC BASIC).
  • Development of various GNU makes files and utilities in Solaris UNIX for Monitoring the Domain transactions. Testing Iceberg Product by writing Clients using Perl Script. Development of the tfslave process in C++, which involved signaling mechanisms, all forms of IPCs in UNIX, Sockets (TCP/IP) and file transfer APIs. Porting of the tfslave process from UNIX to Alpha VMS in C++. The porting included Process subsystem (Sockets, Queues, and Shared Memory), file subsystem and all signal mechanisms. The tfslave process is a generic module to drive Tuxedo Porting of the Application to Transaction Monitoring interface from Solaris to Alpha OpenVMS Using C++.
  • Analysis, design, development of Communication Messaging Server for establishing all point to point to connection between the front end and the backend and consisted of communication client on the front end and communication server on the backend (TCP/IP).
  • Development of UNIX based utilities for updating shared memory, assigning IP address to each broker workstation automatically checking for message Q status checking status of all servers, connected clients definition.
C++Azure FunctionsTrade Execution Development

Education

Purdue University

Executive Certification - Applied Gen AI Specialization — Applied Generative AI Specialization

Jun 2025Sep 2025

University of Madras

Bachelor of Computer Science and Engineering — Computer Science Engineering

Apr 1991Apr 1995

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