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Aniket Abhishek Soni
// Professional profile

Aniket Abhishek Soni

Senior Data Engineer & Published Researcher · New York, NY, USA

Senior Data Engineer with 7+ years designing enterprise-scale data infrastructure, AI-powered analytics and cloud-native pipelines for regulated industries. Author of two books and 20+ peer-reviewed papers, named inventor on a published US patent application and a granted UK registered design, Senior Member of IEEE, and an invited judge and peer reviewer for international technology awards, startup competitions and IEEE conferences.

138+Citations (ResearchGate)
116Citations (Google Scholar)
4h-index (Google Scholar)
20+Peer-reviewed papers
28+Peer reviews completed
2Books + Wiley chapter
1 + 1US patent application · UK design

At a glance

01

Achievement Timeline

Every dated milestone across the ten categories below, year by year: continuous and escalating recognition from 2013 to 2026.

72Dated milestones
10Active years
7Judging appointments
28+Peer reviews
1 2013
1 2016
2 2018
3 2020
2 2021
1 2022
9 2023
5 2024
25 2025
23 2026
CareerAwardsJudging & reviewResearchInnovationMediaLeadership

Career progression

  1. 2013 - 2018FoundationsTelecom internship, engineering degree and early software and data roles in India.
  2. 2018 - 2021Graduate researchM.S. in Computer Science, university service, and applied climate and NLP analytics in New York.
  3. 2021 - 2024Enterprise builderEnterprise data platforms for regulated financial services at 10M+ records per day; first awards and judging roles.
  4. 2025 - 2026Field-wide recognitionIEEE Senior Member, books, patent filings, international judging, peer review and media features.
2026 23

Patent application published, UK design granted, second book and Wiley chapter, MIT $100K Accelerate and Launch rounds, 72nd Neal Awards, I-COM jury, and five media features in six months.

2025 25

Elevated to IEEE Senior Member, first book published, US patent application filed, Rising Stars 30, MIT $100K judge, 28+ IEEE peer reviews and nine papers in one year.

2022 1

Cognizant Cheers Award, the first of four consecutive years of formal recognition.

02

Awards & Honors

Prizes and recognition received for achievement in the field.

Industry award2025

Rising Stars 30

Computing, The Channel Company

Industry award2024

40 Under Forty

AFCEA International (Armed Forces Communications and Electronics Association)

Evidence & significance

AFCEA International is a nonprofit professional association serving the defense, intelligence and information-technology communities.

National award2023

Young Achievers' Award

Indian Achievers' Forum

Employer recognitionDec 2022

Cheers Award

Cognizant Technology Solutions

03

Community Leadership & Mentorship

Ambassador roles, mentorship and service to the technology community.

AmbassadorAug 2025

#SpecSquad Ambassador

AnitaB.org - Grace Hopper Celebration

Evidence & significance

One of 100 ambassadors selected from approximately 1,000 applicants. The Grace Hopper Celebration is the world's largest gathering of women in computing.

AmbassadorAug 2025

IEEE Day Ambassador

IEEE

Appointed by the IEEE Day 2025 chairperson to represent IEEE Day globally on October 7, 2025.

VolunteerOct 25, 2025

IEEEXtreme 19.0 Proctor

IEEE

Guided and oversaw competing teams at the 24-hour global programming competition.

Evidence & significance

IEEEXtreme 19.0 hosted 19,000+ participants. Certificate of Appreciation signed by Kathleen A. Kramer, 2025 IEEE President.

ChampionJan 2026

Success Champion

Atlassian Champions Program

Welcomed into the Success Champion track, a select group recognized for driving adoption, governance and user training for Atlassian solutions within their organizations.

Mentorship2023

Mentor

Freedom Employability Academy (FEA)

Mentors disadvantaged youth on careers in technology. Two Certificates of Appreciation (May 10 and Aug 26, 2023) signed by FEA's CEO and program leadership.

Community service2023

Volunteer · 100+ hours

Cognizant Outreach

100+ hours of community service through Cognizant's employee-led social initiatives platform; Certificate of Appreciation from the Global Head of Cognizant Outreach (Aug 12, 2023).

Mentorship

Mentor

ENGin Ukraine - Tech & English Learning

Mentorship

Mentor

TopMate.io

DistinctionSep 20-21, 2024

Attendee - Summit of the Future Action Days

United Nations Headquarters, New York

Registration approved by the UN Secretariat to attend the Action Days at UN Headquarters, representing Freedom Employability Academy (AAM Foundation India).

DistinctionAug 13, 2025

Named participant - Guinness World Records title

Most participants in an online generative AI hackathon

Official Guinness World Records certificate as one of 53,199 participants in Cognizant's record-setting online generative AI hackathon.

DistinctionJul 15, 2026

Named participant - Guinness World Records title

Most users in an artificial intelligence video lesson

Record Holder certificate as one of 14,075 participants in the record achieved by Kanz and Saudi Arabia's Ministry of Human Resources and Social Development.

04

Education & Certifications

Degrees and professional certifications.

Education 2

Conferred May 8, 2020

Master of Science in Computer Science

Southern Arkansas University·Magnolia, AR, USA

2016

Bachelor of Engineering in Computer Engineering

Gujarat Technological University·India

Certifications 4

Issued Oct 2023 · valid through Oct 2025

Databricks Certified Data Engineer Associate

Databricks

Evidence & significance
Issued Apr 2023 · valid through Apr 2026

Associate Cloud Engineer

Google Cloud

Issued Apr 2023 · valid through Apr 2026

Cloud Digital Leader

Google Cloud

Completed Oct 2023

Frontline Leaders People Leadership Program

Cognizant

05

Judging the Work of Others

Invited to evaluate competitors, nominees and research submitted by peers.

Startup competitionOct 2025 - Apr 2026

Judge - Pitch, Accelerate and Launch rounds

MIT $100K Entrepreneurship Competition·Massachusetts Institute of Technology, Cambridge, MA

Invited reviewer and judge for all three phases of the competition: the Pitch round (Oct 21-30, 2025), the Accelerate prototyping round (Feb 6-17, 2026) and the Launch business-plan finale (Apr 3-13, 2026).

Evidence & significance

The MIT $100K is MIT's flagship annual entrepreneurship competition. Launch finalists compete for a $100,000 grand prize, and Accelerate selects the finalists who advance to a live final at the MIT Media Lab.

Media awards2024, 2025, 2026

Distinguished Judge - three consecutive editions

Jesse H. Neal Awards, Software & Information Industry Association (SIIA)

Judged editorial excellence in specialized business media for the 70th (2024), 71st (2025) and 72nd (2026) editions.

Evidence & significance

The Neal Awards are widely described as the "Pulitzer Prizes of business media." Certificates of Appreciation signed by Chris Mohr, President of SIIA.

Industry awards2026

Jury Member

I-COM Data Creativity Awards

Served on the official jury evaluating creative and effective uses of data and AI in marketing.

Evidence & significance

The jury includes senior technology and marketing leaders from organizations such as Accenture Song, Samsung Electronics America, The Walt Disney Company, Publicis Groupe and Amazon Web Services.

Industry awards2025

Judge - The Sammy Sales & Marketing Awards

Business Intelligence Group

Evaluated sales and marketing solutions submitted for industry recognition.

Evidence & significance

Selection confirmed in a letter dated July 3, 2025 from Russ Fordyce, CEO and Founder, citing a "comprehensive review of qualifications, accomplishments, and contributions to the field."

Industry awards2023, 2025

Judge - Business and Artificial Intelligence categories

Globee Awards

Judged the Business category (Aug 31, 2023) and the Artificial Intelligence category (May 6, 2025).

Evidence & significance

Judging certificates are verifiable through the Accredible credential wallet.

Hackathons2024 - 2025

Hackathon Judge - four events

Major League Hacking (MLH)

Judged All In Open Source, Web3Apps, AI Hackfest and SummerCodex.

Evidence & significance

MLH is the official student hackathon league, supporting 200+ hackathons worldwide each year.

Editorial

Associate Editor

International Journal of Engineering in Computer Science (IJECS)

Evaluates and manages the peer-review process for manuscripts submitted in computer science and engineering.

Peer review

28+ reviews · 11 venues

Individually documented reviews for IEEE conferences in 2025, each confirmed by a certificate or completion record, plus a medical-informatics journal review via PreReview.

VenueOrganizationReviews
AGRETA 2025IEEE Intl. Conf. on Agrosystem Engineering, Technology and Applications · Shah Alam, Malaysia9
ICETEG 2025IEEE conference4
RCAAI 2025IEEE conference4
ICoMMS 20259th Intl. Conf. on Man-Machine Systems · Universiti Malaysia Perlis2
ISWTA 20259th IEEE Symposium on Wireless Technology and Applications · Penang, Malaysia2
CICN 202517th IEEE Intl. Conf. on Computational Intelligence and Communication Networks1
NMITCON 2025IEEE conference · Nitte Meenakshi Institute of Technology, BengaluruReviewer certificate
ICTMOD 2025IEEE conference1
SSITCON 2025IEEE conference1
PuneCon 2025IEEE Pune Section International Conference1
JMIR PublicationsJournal of Medical Internet Research · via PreReview.orgManuscript review
"Your thorough evaluation and constructive feedback have helped maintain the high academic standards of our conference."Mohamad Farid Saaid, General Chair, IEEE AGRETA 2025
06

Leading & Critical Roles

Roles where the work was central to the organization's data platforms and research.

Mar 2021 - present · promoted Nov 2024

Senior Data Engineer

Cognizant Technology Solutions·New York, NY

Designs and builds enterprise data platforms for healthcare, asset and wealth management, and business financial-services clients. Promoted effective November 1, 2024.

  • Since April 2026, architecting a healthcare claims-integrity and anomaly-detection platform: an end-to-end ML scoring pipeline on Databricks Delta Live Tables and Unity Catalog, using a Bronze/Silver/Gold medallion design with schema-driven data contracts, streaming data-quality validation and automated quarantine.
  • Designed a three-signal scoring framework combining CatBoost (63 clinical features), K-Means provider clustering (15 behavioral features) and LSTM patient-history analysis (110 sequence features), backed by a 188-feature registry.
  • Built PHI-free observability with drift detection (PSI, KL-divergence), SHA-256 audit manifests and tokenization-based privacy controls, so every scored result is reproducible.
  • Made onboarding a new health plan a YAML-only change with zero code modifications, and established CI/CD across four environments with AWS CDK, Terraform and Databricks Asset Bundles.
  • Automated high-volume ETL in Databricks and Snowflake processing 10M+ records per day from claims, custodial, trading, portfolio and reference systems.
  • Built Slack and Databricks incident monitoring that cut pipeline-failure resolution time by 60%; governance and validation frameworks improved data accuracy by 30-35% and reduced reporting errors by 37%.
  • Led Eagle workflow exploration in asset and wealth management, reducing requirement ambiguity by 40%; GitLab-based CI/CD practices cut deployment issues by 20%.
  • Mentors junior analysts and engineers on SQL optimization, data modeling and pipeline design, cutting onboarding time by 30%.
Sep 2020 - Mar 2021

Research Analyst & Data Scientist

Climate Change Xplorers·New York, NY

Built the data pipelines and models behind a global IoT weather-station siting study for a climate-science nonprofit as a volunteer, contributing about 20 hours per week: ETL ingesting ~10K records per day from five sources and analysis of 150M+ data points across eight FSI categories.

Evidence & significance

"Aniket processed 150 million weather data points to discover 151 locations worldwide that needed IoT station deployment." - Agbeli Ameko, CEO and Founder, Climate Change Xplorers

07

Media Coverage & Expert Commentary

Interviews, features and expert bylines in professional and trade publications.

Editorial interviewFeb 9, 2026

Why AI Fails Without Data Foundations: Lessons from Building Platforms in Regulated Industries

The AI Journal

Interview by Tom Allen, Founder and Director, on building secure, auditable and resilient enterprise data systems and what AI-readiness means at the data layer.

Evidence & significance

Approximately 2 million monthly readers, per the publisher's media kit.

Expert interviewApr 2, 2026

Aniket Abhishek Soni on the Hidden Failures Behind Modern Data Systems

All Tech Magazine

Interview by Christy Alex on silent pipeline failures, governance gaps and architectural shortcuts that undermine enterprise data reliability.

Evidence & significance

Approximately 145,000 monthly readers, per the publisher's media kit; audience of CISOs, CTOs and senior IT leaders.

Expert articleMay 6, 2026

The Hidden Data Engineering Work Required to Make Enterprise AI Viable

APM Digest

Argues that AI plans disconnected from governance and organizational learning are a failure of management discipline, not of technology.

Evidence & significance

Approximately 500,000 monthly readers, per the publisher's media kit; a long-running publication for application performance management and observability.

Expert articleJun 15, 2026

Where Healthcare Data Systems Fail and How to Build Them Better

MedCity News (MedCity Influencers)

Why healthcare data breaks down as it moves across systems, and why governance, clear definitions and early lineage tracking matter more than compliance rules alone.

Evidence & significance

Approximately 740,000 monthly readers, per the publisher's media kit.

Expert articleJul 7, 2026

The Data Quality Crisis Undermining Enterprise Analytics

DEVOPSdigest

Makes the case, from Fortune 500 financial-services work, for schema enforcement, observability and governance built into pipelines from the start.

Evidence & significance

Approximately 400,000 readers, per the publisher's media kit.

08

Original Contributions

Open-source tools, systems and research contributed to the field.

US patent applicationFiled Oct 10, 2025 · Published Feb 5, 2026

Artificial Intelligence-Based Adaptive Big Data Storage and Retrieval Optimization Method and System

United States Patent and Trademark Office·Co-inventor

Publication No. US 2026/0037537 A1 (Application 19/355,795; IPC G06F 16/25, G06F 16/28). A self-optimizing storage and retrieval system for large distributed data environments that uses deep reinforcement learning and LSTM prediction across tiered DRAM, NVMe and archival storage with graph-based metadata indexing. Simulations showed up to 45% lower average query latency and 60% higher cache hit ratios.

Evidence & significance

Co-inventors: Rashi Nimesh Kumar Dhenia, Milan Parikh, Jubin Abhishek Soni, Naga Lalitha Sree Thatavarthi and Kriday Kallalathil.

UK registered designGranted Mar 17, 2026

Dynamic Cost-Optimization Router for Multi-Platform Cloud Integration Systems

UK Intellectual Property Office·Co-proprietor (with Milan Parikh)

UK Registered Design No. 6510795, registered Mar 6, 2026 and granted Mar 17, 2026 (Locarno class 14-03, telecommunications equipment).

Evidence & significance

Certificate signed by Adam Williams, Comptroller-General of Patents, Designs and Trade Marks.

Open-source toolJul 2026

Pipeline Failure Agent

A deterministic-first agent that investigates failed data pipelines, jobs and queries. It isolates the earliest meaningful failure from cascading noise, compares the failed run against a healthy baseline, and correlates root causes across Databricks, Snowflake, dbt, GitHub, MongoDB and Jira into a ranked report where every finding is labeled by evidence strength. One TypeScript core powers both a CLI and a VS Code extension.

Evidence & significance
Open-source toolJul 2026

Code Trio - Compare, Beautify, Spellcheck

Four offline developer tools in one extension: word- and character-level diff, a three-way merge that reads git's conflict stages directly, a code-aware spell checker and a multi-language beautifier. No network calls and no telemetry.

Evidence & significance
Open-source toolJul 2026

DocForge - Document Generator

Turns a prompt into a polished Markdown or HTML document through a transparent generator ladder (VS Code Language Model API, a compatible AI extension, a user's own key, or built-in templates), with an offline path that never hard-fails.

Evidence & significance
Automated publicationJun 2026 - present

The Daily Tech Signal

A schema-first medallion pipeline (bronze, silver, gold) that collects, validates, link-checks and publishes a source-reviewed daily technology brief and a weekly analysis column, fully automated on GitHub Actions.

Evidence & significance
Open curriculumJul 2026

Data Engineering from Scratch

Open-source, offline-first 20-phase curriculum that builds a data ingester, DuckDB lakehouse, warehouse loads, a declarative data-quality engine, an orchestrator and an SLO monitor from first principles. Every lesson ships runnable code, tests and real datasets.

Research to practice2024 - 2025

Offline speech recognition with custom language models

Built an offline speech-to-text tool on the Vosk toolkit and published the accuracy gains from custom language models as a sole-authored research paper.

Evidence & significance
Climate analytics2020 - 2021

Global IoT weather-station siting model

Analyzed 150 million weather data points from NOAA, MADIS, IBM Watson and GeoNames and built statistical and predictive models identifying 151 locations worldwide that need additional IoT weather stations. Geospatial visualizations (GeoPandas, Folium, PostGIS) rendered 70% faster than static maps; open weather data was connected through IPFS and Ocean Protocol, with coverage dashboards on EarthCube's CHORDS API.

Evidence & significance

Confirmed in a letter from Agbeli Ameko, CEO and Founder of Climate Change Xplorers, and Dr. Keith E. Maull, Southern Arkansas University.

09

Professional Memberships

Professional societies, honor societies, fellowships and elevated grades.

Elevated gradeElevated Apr 2025

Senior Member

IEEE

Elevated to the IEEE Senior Member grade (SMIEEE); also a member of the IEEE Computer Society and IEEE Young Professionals.

Evidence & significance

In the elevation letter (Apr 19, 2025), IEEE President Kathleen A. Kramer noted that only about 10% of IEEE's nearly half a million members hold this grade, which requires extensive experience and documented achievements of significance.

FellowshipMay 2025

Fellow Member

Soft Computing Research Society (SCRS)

Conferred for "outstanding work in the field of Artificial Intelligence, Data Engineering, Cloud Computing and Intelligent Systems."

Honor societyApr 2026

At-Large Member

Upsilon Pi Epsilon (UPE)

Application reviewed on transcripts, resume and statement of intent; approved by the Executive Director of UPE.

Evidence & significance

UPE is the international honor society for the computing and information disciplines.

Professional associationMar 2026

Member

United States PostgreSQL Association (PgUS)

Research society

Affiliate Circle

Sigma Xi, The Scientific Research Honor Society

Scientific society

Member

American Association for the Advancement of Science (AAAS)

Fellowship

Royal Fellow

IOASD

Society

Life Member

Computer Society of India (CSI)

Community

Member

Google Developer Group (GDG) New York

10

Scholarly Authorship

Books, book chapters, peer-reviewed papers and preprints.

Books 2

Book2026

AI-Enabled Serverless Engineering for Autonomous Cloud Operations

Technical Press·Co-author (with Milan Parikh)

ISBN 978-81-69069-56-4 · First Edition

Evidence & significance

Book chapters 1

Book chapterAug 2026

Building Organizational Intelligence Using Digital Twins and Generative AI: Concepts, Applications and Case Studies

Wiley-Scrivener (John Wiley & Sons)·Contributing author

Chapter in a 400-page edited hardback volume. ISBN 978-1-394-46527-9.

Evidence & significance

Published under the Wiley-Scrivener imprint of John Wiley & Sons; the volume is indexed by Scopus.

Conferences 6

ConferenceJan 2026

Big Data Workload Profiling for Energy-Aware Cloud Resource Management

DASET·Scotland

ConferenceDec 2025

Reinforcement Learning for Dynamic Workflow Optimization in CI/CD Pipelines

17th IEEE International Conference on Computational Intelligence and Communication Networks (CICN)

ConferenceDec 1-2, 2025

Data Foundations for a Successful AI Strategy: A Blueprint for AI-Ready Enterprises

DASA·Bahrain

ConferenceOct 29-31, 2025

Dynamic Context Tuning for Enhanced Multi-Turn Planning in Retrieval-Augmented Generation Systems

ICE2CPT · NIT Jamshedpur

Evidence & significance
ConferenceSep 2025

Combining Threat Intelligence with IoT Scanning to Predict Cyber Attacks

AIBThings (3rd International Conference)

Evidence & significance
ConferenceAug 7-9, 2025

Detection of Advanced Malware Threats Using a Hybrid Deep Learning Model and Image Analysis

International Conference on Contemporary Computing (IC3) · IEEE · JIIT Noida with University of Florida

Evidence & significance

Preprint 1

PreprintMar 2025

Improving Speech Recognition Accuracy Using Custom Language Models with the Vosk Toolkit

arXiv [cs.SD]·Sole author

Evidence & significance

Journals 3

JournalJun 2025

Edge vs Cloud Computing Performance Trade-Offs for Real-Time Analytics

International Journal of Science and Engineering Applications (IJSEA) · Vol. 14, Issue 06

Evidence & significance
JournalMay 2025

Self-Healing Data Pipelines: A Fault-Tolerant Approach to ETL Workflows

IJETRM · Vol. 14, Issue 05

Evidence & significance
JournalApr 2025

Dynamic Resource Allocation in Serverless Architectures Using AI-Based Forecasting

IJERT · Vol. 14, Issue 04

Evidence & significance
11

Speaking & Presentations

Invited talks and conference presentations.

Invited talk2023

The Tech Mentor's Journey: Navigating Challenges and Shaping Futures

Google DevFest Bronx·New York, NY

Invited speaker at Google's community developer festival, addressing 200+ attendees on mentorship and developing the next generation of technologists.

Paper presentationJan 2026

Big Data Workload Profiling for Energy-Aware Cloud Resource Management

DASET·Scotland

Paper presentationDec 1-2, 2025

Data Foundations for a Successful AI Strategy: A Blueprint for AI-Ready Enterprises

DASA·Bahrain

Verify independently

Publications, citations and identity can be confirmed on these third-party records. Items above carry their own evidence links.

Last updated October 9, 2026 · Print / save as PDF