Intersection of Technology, Business and Leadership

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Services

Technology

Offering a transistor-to-ui level of full stack development, MirskyTech goes beyond the traditional boundaries of backend and front-end web application development. Our capabilities include circuit and pcb design, FPGA programming, embedded system programming and testing fixtures, and IoT communications. And that’s in addition to creating scalable architectures for web applications, robust data pipelines for analytics, machine learning, mobile and embedded interfaces.

Business

A seasoned technologist can add tremendous value to your business with their abilities to help an organization identify & focus on the critical technology challenges. Couple that with experience in product strategy, business development, competitive analysis, user research and marketing, MirskyTech becomes a potent collaborator across many aspects of a business.

Leadership

MirskyTech works with organizations to improve their abilities to work as a team, both within an engineering team and between teams. Bringing 15+ years of leadership and management experience, including studies in organizational behavior and anthropology, MirskyTech can help teams be their best selves, often with changes that minimize disruption and greatly improve engineering happiness & productivity.

Blog

 
Reflections at the intersection of technology, business, and leadership — written by someone who’s lived between the transistors, in the code, and at the extremes of the org chart. Essays on engineering culture, decision-making, and the second-order effects we tend to ignore.

Technology

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python 3 and
2.x migrations, async & threading, qt

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java, scala & kotlin. jvm optimization.

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javascript, typescript & nodejs

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react, rxjs, react native.

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django,
wsgi and asgi

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open ai, api, agenic

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keras

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langchain

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ollama

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gemini

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tensorflow

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pytorch

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spring &
spring boot

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devops, infrastructure-as-code & ansible

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c, c++.

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ai generative. machine learning. sage & tensorflow.

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sql & no-sql dbs. etl, talend.

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mqtt 3.1.1 & 5.0

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ci/cd, github, travis, circle-ci & gitlab.

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aws cdk

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touchdesigner

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data streams. kinesis, firehose & kafka.

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internet of things, mqtt, lora wan & cellular.

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open charge point protocol 1.6 & 2.0

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iso certifications & security audits

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electronics design & pcb layout. eagle component libraries.

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product prototyping

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3D modeling with fusion 360 & onshape cad

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adobe photoshop

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adobe illustrator

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corel draw

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3d printing, voron & klipper

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cnc lathe & 4-axis milling. grbl, fluiddnc.

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raspberry pi & rp2040 programming

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state machines and bpmn-driven applications. camunda.

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amateur radio, general license.

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webrtc, signaling, client.

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arduino

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avr and avrmega, bootloaders

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stm32F1 & stm32F4, baremetal

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amazon ads apis & digital marketing

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electronjs

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micropython, circuitpython & custom modules

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custom HID USB descriptors

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code review, analysis and patent review.

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docker, containerization, fargate and kubernetes

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capacitorjs

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aws rds, postgres, mysql, cassandra, mongo.

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cloud formation, VPCs.

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bluetooth, bluetooth le. gatt. central, server, client.

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jekyll, yaml.

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wordpress, php.

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embedded programming, espressif, ESP32.

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zephyr, rtos, microcontrollers.

Portfolio

jobplanr

jobplanr

a complete rebuild of jobplanr.ai organized around a strict spec-driven architecture (ADRs, data models, API contracts, and PRDs as single sources of truth) so that a headless coding agent can implement GitHub issues and open PRs with minimal friction. Job postings sourced from multiple providers, including agenic AIs based on locally-hosted micro-tuned locally-hosted LLMs.

python, django, react, react native, ansible, AWS CDK, docker, celery, postgres

aMQTT

aMQTT

After three years of inactivity, I became the primary maintainer of the aMQTT open-source project and led a major revitalization effort. I modernized the codebase from EOL versions of python to support for 3.10+, fixed long-standing bugs, and improved performance and reliability. Key contributions include comprehensive documentation, Docker-based containerization, and extensible authentication mechanisms — adding support for signed certificates, HTTP-based auth, LDAP, and database-backed credentials.

mobile solar array

mobile solar array

While solar panel prices have dropped to make them cost-effective, installation remains expensive due to bespoke designs tailored to each facility. Large areas of asphalt—like stadium lots or seasonal mall parking—are often underutilized and unsuitable for permanent installations. To address this, I designed and built a solar tracking system, including custom motor drivers, a controller, and RS-485 sensor network. I also developed the full software stack to automatically orient the array toward the sun, boosting solar efficiency by over 50%.

IoT ems

IoT ems

Led development of a hybrid energy management platform for commercial EV fleets. Coordinated cross-functional teams across hardware, firmware, and cloud software to integrate on-site energy sources—including solar, batteries, and generators—to reduce peak demand charges and improve resiliency. The platform leveraged linear solvers and AI-based optimization to manage energy usage both at the site level and across entire fleets, helping customers avoid long-term utility penalties.

microgrids

microgrids

Key components included an OCPP 2.0-compliant charger interface and AI-driven scheduling software capable of operating autonomously during cloud outages. Edge devices interfaced with battery storage systems, generators, and other off-grid sources—including equipment from ELM, CATL, and Hyliion—to form resilient microgrids. When networked together, these microgrids operated as interconnected “power islands,” dynamically shifting loads and resources to maximize uptime and efficiency.

commercial electric vehicle telemetry

commercial electric vehicle telemetry

Built a vehicle telemetry platform to optimize EV charging based on real-world usage. Collected real-time data via CANBus and J1939 (JDB), including diagnostics, GPS, and accelerometer streams. Data was transmitted over 4G to the cloud for continuous analysis of performance, wear, and charging needs. Pictured is a rapid prototype developed and assembled for limited production (including firmware) in under two months.

bulk mail photo capture

bulk mail photo capture

For those who are remote and traveling, access to their physical mail is a challenge. Instead, you can have your mail forwarded to a service which gathers it, scans the envelopes (and packages) and enables you to view the items online. As their business grows, the company needed a way of increasing the speed of image capture and identification of items for sorting purposes.

letter identification

letter identification

An embedded system – comprised of a single board computer and a mirrorless camera – was designed & assembled with custom software to handle the processing of 15K items daily. In the first nine months of operation, the system has has captured 2M+ images.

python, gphoto, PIL, opencv

phenotype in-store experience

Phenotype’s goal is to create personalized garments with designs based on analyzing a person’s brain waves during a meditative session. Destined for a retail environment, each installation requires a real-time experience of audio, data processing, media generation and display.

python, touchdesigner, bluetooth device integration

phenotype in-store kiosk

Phenotype’s self-service experience required an interface that would allow a customer to approach a kiosk, register and answer initial questions about their meditation goals. Establishes connection with the Muse™ EEG headset, coordinates the start of the meditation session and displays the TouchDesigner real-time visualizations.

react, capacitorjs, python

phenotype storefront

Allows customer to access their Phenotype experience report and associated product page which renders their Phenotype texture on a 3D model of the purchasable garment. Integrated with shopify’s API for product/variant creation, user authenticationg, order creation and fulfilment.

react, threejs, blender, django, python

device testing fixture

device testing fixture

A complete testing fixture for Simtek.io’s second generation IoT product built inside a travel case for easy and safe shipment to their manufacturing facility in China.

It includes a custom built pcb for driving the mechanical functionality as well as a 3-d printed fixture to securely hold the device under test as well as custom ui for ease of use.

python, qt, aws vpc/vpn, fusion 360, c, arduino, atmel

custom raspberry pi hat

custom raspberry pi hat

To interface with a testing fixture, a custom pcb designed and built to support Simtek.io’s manufacture of their second generation IoT product.

Functionality included current draw measurement ranging from 70 µA to 500 mA, servo motor control for vibration testing, ability to determine quality of light & passive infra-red sensor, cellular modem validation.

bonsai terrarium

bonsai terrarium

Use of two custom-designed, RP2040-based PCBs to monitor a growing environment for bonsai trees. Monitoring of humidity, moisture, CO2, pressure, light intensity and wavelength as well as controls for watering and managing airflow using trinamic 2209 stepper motor custom-designed vent as well as PWM fan control. Custom USB HID-specification driver to communicate with a RaspberryPi host to handle data visualization and ML environment control.

RP2040, circuitpython, grafana, tensorflow, python

typecoach learning course

typecoach learning course

Leveraging the work of Myers-Briggs and Carl Jung, TypeCoach is a re-imagining coaching on inter-personal communication and leadership. Worked with founders to develop an interactive product based on static course materials.

python, django, celery, bpmn, digitalocean

typecoach interactive

typecoach interactive

A mixture of planned path state-machine logic and machine learning of individuals on a team, part of the product provides specific guidance on how to interact with others of different communication styles and speak to their strengths.

python, django, celery, sage (ml), digitalocean

outbound multi-channel marketing

outbound multi-channel marketing

Developed a multi-channel, outbound marketing platform to help company with lead generation for the financial services market. Combining text, email and one-on-one phone consultation services in a complex, customer journey that can easily be evolved in a no-code mechanism using BPMN diagrams.

python & java, firehose, uwsgi, docker (fargate)

scriptopia

scriptopia

Integrating technology seemlessly into the artistic process by enabling script to change in real-time as actors, directors and writer collaborate during rehersal without the need for binders and photocopiers.

django, python, websockets, postgres, aws

jobplanr

jobplanr

Self-funded startup to provide job seekers with the tools necessary for their job search. Providing them with the organizational needs as well as best practices to optimize finding next opportunity.

django, python, celery, mysql, aws

macallan & oakley promotion

macallan & oakley promotion

Social media advertising campaign with facebook and tumblr integration.

motion pictures comics

motion pictures comics

Custom content management system to enable a self-published cartoonist to reach an audience and enable revenue generation through merchandise and advertising.

php, wordpress, nginx

CV

ANDREW J. MIRSKY

VP ENGINEERING | PLATFORM, INFRASTRUCTURE & DISTRIBUTED SYSTEMS

New York, NY  |  617.835.2639  |  andrew@mirsky.net  |  github.com/ajmirsky

EXECUTIVE SUMMARY

Engineering executive with experience leading organizations and complex software platforms across cloud infrastructure, developer platforms, distributed systems, financial services, advertising, robotics, and consumer products. Builds the technical strategy, leadership structure, and operating models required to modernize mission-critical systems at scale, while remaining technically engaged in architecture and critical system decisions.

SELECTED LEADERSHIP ACHIEVEMENTS

  • Led engineering and product strategy for search systems serving approximately 1.2B queries per day worldwide across web and mobile.
  • Owned advertiser-facing software platforms managing more than $1.5B in campaign spend across 20+ global marketplaces, with responsibility for architecture, staffing, execution, and operations.
  • Directed the modernization of a monolithic application into a service-oriented platform supporting 55M monthly users and 165M monthly page views.
  • Scaled an engineering organization from 7 to 30+ engineers in under 18 months, establishing the management structure, recruiting systems, and operating model required for continued growth.
  • Transformed software delivery across teams deploying distributed micro-fulfillment systems into physical operations, strengthening release discipline, infrastructure automation, and operational reliability.

OPEN-SOURCE LEADERSHIP

  • Revived and maintain aMQTT, an asyncio-native MQTT broker and client with 70K+ monthly PyPI downloads; modernized its architecture, Python and asyncio compatibility, packaging, testing, CI/CD, Docker builds, and release systems.
  • Lead releases, contribution review, issue triage, documentation, and community stewardship for a production-deployed distributed-systems project with extensible authentication, authorization, and observability capabilities.

PROFESSIONAL EXPERIENCE

MirskyTech LLC | Principal Consultant / Fractional Technology Executive

New York, NY  |  Jan 2023 – Present

  • Architected and led implementation of an ML-driven cloud and embedded energy-management platform for commercial EV fleets, coordinating vehicle routing, charging schedules, site power constraints, batteries, solar generation, and generators across cloud, edge, and IoT systems.
  • Defined the system architecture, technical roadmap, and phased delivery model while working hands-on across software, edge infrastructure, communications protocols, and device integration.
  • Led adoption of coding agents and AI-assisted development workflows across engineering teams, treating the shift as an architectural, structural, and cultural transformation encompassing system design, review practices, testing, ownership, and delivery.
  • Serve as interim CTO or Head of Engineering, leading platform and infrastructure assessments, architecture reviews, cloud modernization, observability, and operating-model design for growth-stage companies and global enterprises.
  • Lead cloud and distributed-systems architecture for data-intensive and edge/cloud services, including data pipelines, secure integration patterns, and operating foundations for reliable delivery. Clients include Wagmo, Cedar, McKinsey & Company, MarketBridge, and others.

Amazon | Engineering Manager | Amazon Ads, Prime Video Search & Robotics

New York, NY  |  Jan 2020 – Jan 2023

  • Led engineering work across distributed control, telemetry, computer vision, and continually retrained optimization models for highly automated fulfillment environments, while transforming the software delivery model across multiple teams deploying into physical operations.
  • Owned architecture, staffing, execution, and operations for advertiser applications managing more than $1.5B in spend across 20+ global marketplaces; doubled the organization to 18 and developed managers and senior engineers.
  • Led engineering and content teams improving search systems serving 500M queries per day in North America and 1.2B worldwide across web and mobile; defined product and technology strategy for a high-traffic global platform, working across teams on scale, performance, and operational reliability.

SmartAsset | Vice President of Engineering

New York, NY  |  Nov 2017 – Dec 2019

  • Led engineering strategy, organizational design, and execution through rapid product and company growth; expanded the organization from 7 to 30+ engineers in under 18 months and established its management, recruiting, and operating systems.
  • Directed the transformation of a monolithic application into a service-oriented platform supporting 55M monthly users and 165M monthly page views, enabling continued product expansion and growth to $44M ARR.
  • Led development of the data and services platform underpinning recommendation, reinforcement-learning, and supervised-learning systems that increased click-through rates by 68%, reduced advertising spend by 45%, and increased qualified lead generation by 9%.

MirskyTech LLC | Principal Consultant / Fractional Technology Executive

New York, NY  |  Dec 2012 – Nov 2017

  • Founded an independent technology-advisory practice serving venture-backed startups through global enterprises, including Google, Micron, IBM, DNAInfo, Proclivity Media, and Ecorithm; advised on architecture, platform strategy, engineering operations, and technology modernization.

Bridgewater Associates | Product Manager, Research

Westport, CT  |  Nov 2011 – Dec 2012

  • Helped architect a data framework for the ETL, storage, and retrieval of large macro- and micro-economic data sets supporting 50 economists researching emerging markets and equities.

EARLIER EXECUTIVE & TECHNICAL LEADERSHIP

Wireless Generation | Director of Consulting

Brooklyn, NY  |  Mar 2011 – Nov 2011

  • Led a 21-person consulting organization; owned strategy, operations, and delivery for major education-technology engagements.

CustomMade.com | Chief Technology Officer

Cambridge, MA  |  Apr 2009 – Feb 2011

  • Rebuilt a web application into a modular, extensible platform enabling rapid feature delivery; built and led an eight-person engineering team and established Agile development practices.
  • Created IP for storage, management, and retrieval of 10K+ unique products, 50K images, and $750K of inventory in a dynamic, user-generated environment.

IBM | Program Manager, Customer Development Projects

Boston, MA  |  Sept 2004 – Apr 2009

  • Led cross-functional engineering engagements of 25+ people totaling $20M+ in project revenue; advised client engineering teams on architecture and Agile delivery for embedded-systems programs.

Sun Microsystems | Technical Lead, SPARC Instruction Set Architectural Model

Burlington, MA  |  Sept 2000 – Aug 2004

  • Led a three-person team developing and maintaining the architectural reference model used to verify SPARC microprocessor development; participated in the SPARC Standards Committee.

SELECTED EXPERTISE

Leadership: engineering strategy, organizational design and scaling, manager and senior-engineer development, hiring, portfolio planning, operating-model transformation, cross-functional product and technology leadership.

 

Platform & Operations: developer platforms, internal platforms, platform services, distributed systems, cloud architecture, service-oriented architecture, reliability engineering, SRE practices, operational readiness, observability, CI/CD, infrastructure automation, and developer productivity.

 

Technologies: Python, Java, JavaScript, C++, AWS, Kubernetes, Ansible, containers, messaging infrastructure, and automation.

EDUCATION

MBA, Duke University - Executive Program
Sc.M., Brown University - Computer Engineering

Sc.B., with honors, Brown University - Electrical Engineering & Computer Science