Applied AI & Machine Learning
Models that solve a named business problem, judged on business results, not benchmark scores.
Computer VisionOCR & Document IntelligenceNLPLLM IntegrationPredictive ScoringRecommendation Systems
INPUT · CARD
Ritika Sinha
Co-Founder & CTO
Ameya Innovex
ritika.sinha@iameya.com
+91 81456 25575
Greater Noida, India
OUTPUT · EXTRACTED
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0%AMEYA AI HUB · SALES · OPS · HR · FINANCE
We build AI that earns its place in the workflow.
Co-Founder & CTO at Ameya Innovex, established in 2023 with IIM Ahmedabad and IIM Lucknow alumnus Ayush Abhay. Our team ships the Ameya AI Hub — a suite of products for sales, operations, HR, finance and support — plus custom AI and software, for 40+ businesses across India, Dubai and Australia.
Ameya AI HubCustom AIWeb & mobileWorkshopsConsulting
Greater Noida · Dubai · Australia · Built by the Ameya team
Ameya AI Hub · selected intelligence
A sample from the Hub — plus custom AI, web & mobile
Employee command · multilingual
IntentCreate purchase order
RoutedProcurement · Biz Enablr
PostedPO-1842 · ₹2.40L · awaiting approval
AcceleratorLazikillEnablrDeskIgniteCashwise
Ameya AI Hub · ERP, CRM, HR, tickets
Talk to the Hub like ChatGPT
Type the work. The team copilot creates a lead, task, PO, ticket, or onboarding inside the real product — Accelerator, Lazikill, Enablr, Desk, or Ignite — in the language the employee already uses.
INTERFACE
Natural language
0+
Clients across India, Dubai & Australia
Suite
of products in the Ameya AI Hub
0
Years across enterprise data & AI
0
Platforms: Android, iOS, Web
Industries served
IT
HEALTHCARE
GOVERNMENT
MANUFACTURING
EARTHING
FINTECH
AI FOR THE WORK WEEK
Workshops that make Monday faster — analytics first, then every function.
The Ameya team trains sales, finance, HR, admin and analysts to finish the week's work faster with AI — in the tools they already open. Asking well is only the start. The point is output: a collection cut in the meeting, a statement extracted, a lead briefed — not a three-hour spreadsheet, and not a class in writing clever questions.
From ask to output
Usable work in the tools they already use
Data analytics
Cuts, flags, and explanations on demand
Role tracks
Sales · finance · HR · admin · ops
MIS, finance controllers, ops leads, founders
Ask the data. Stop waiting on the dump.
Use AI to cut, compare and explain numbers in the meeting — collections, ageing, pipeline, attendance, spend — instead of waiting for a specialist to build another Excel pack.
Before
Half a day on vlookup and pivot tables
After
Answer in the room, then check the source
Live prompt · in the workshop
Compare this month vs last for collections by region. Flag any customer down more than 20%. Show owner and overdue amount.
North · Meera₹18.4L · +12%
West · Kabir₹9.1L · −6%
Flagged3 accounts down >20%
Run by the same product and engineering team that ships the Hub — so the training matches tools people will actually open on Monday.
Book a workshop conversation01 / THE SHORT VERSION
I used to write SQL that couldn't be wrong. Now I ship AI that Monday actually uses.
I didn't arrive at AI through a research lab. I arrived through a warehouse. At TCS I spent three years on Aegon UK Life — MSSQL, data warehousing, policyholder reporting where a wrong join is a wrong payout. That desk is why I still distrust a model that can't show its working.
Capgemini was the factory after that. Unilever and HPI. Azure Data Factory, Databricks, Spark, Scala, Synapse — messy sources into one lake a business could actually question. ETL that ran while people slept. I stopped wanting only to feed the model. I wanted to ship what they reach for on Monday.
A Master's from IIT Indore and IIM Indore, then Ameya Innovex, established in 2023: a team, a suite of products, 40+ clients across India, Dubai and Australia. Same instinct. If it doesn't make the week faster, it doesn't ship.
MSSQLData warehousingETL / ELTAzure Data FactoryDatabricksApache SparkScalaAzure SynapseData lakesData analyticsAWS
“A model is only ever as good as the pipeline feeding it.”
02 / SIGNATURE BUILDS
Selected systems our team has shipped into real workflows.
Selected systems designed and shipped by the Ameya Innovex team — from computer vision to autonomous agents. Click into any of them for the full story.
03 / WHAT I WORK IN
The full stack, from raw data to shipped product.
Five layers I've built in production, not just read about.
Data Engineering
The layer everything else depends on: ingestion, transformation and orchestration at enterprise scale.
Azure Data FactoryAzure DatabricksApache SparkScalaETL/ELTData LakesMSSQLAzure Synapse
Cloud & MLOps
Getting models out of notebooks and into production, then keeping them healthy there.
AzureAWSModel MonitoringCI/CD for ML
Product Architecture
Multi-tenant SaaS that holds up under real customers, on every platform they use.
Multi-tenant SaaSAPI DesignAndroid/iOS/Web ParitySystem DesignData Security
Technology Leadership
Turning a client conversation into a roadmap, and a roadmap into a shipped release.
Engineering Team BuildingTechnical DiscoveryProduct RoadmappingClient Advisory
Microsoft Azure
AWS
Databricks
Apache Spark
MSSQL
04 / SELECTED WORK
Building technology that moves businesses forward.
Under Ritika's technology leadership, the team at Ameya Innovex builds intelligent solutions around real business challenges — bringing together AI, data and product thinking to create systems that are practical, scalable and built for everyday operations.
Biz Enablr · ERP
Document processing for invoice-to-payment
Reads POs, invoices and delivery notes, matches line items, and flags only mismatches. Finance reviews exceptions, not every document.
Impact: [[PROCESSING TIME REDUCTION]] · [[DOCUMENTS PROCESSED]]
Document AIOCREntity ExtractionAutomated Matching
Biz Accelerator · CRM
Predictive lead scoring
Scores leads on conversion patterns (engagement, source, industry, timing) so the pipeline sorts itself.
Impact: [[CONVERSION LIFT]] · [[LEADS SCORED]]
Predictive ModellingFeature EngineeringModel Retraining
Biz Desk · Service Desk
AI ticket triage and response assistance
Classifies, routes, and drafts first responses from similar tickets. Agents edit instead of writing from scratch.
Impact: [[FIRST RESPONSE TIME REDUCTION]] · [[ROUTING ACCURACY]]
Text ClassificationIntent DetectionKnowledge Base Retrieval
Biz Cashwise · Finance
Cash-flow forecasting
Projects cash position weeks ahead from receivables, payables and seasonality, flagging squeezes before they hit.
Impact: [[FORECAST ACCURACY]] · [[BUSINESSES USING IT]]
Time-series ForecastingAnomaly DetectionScenario Modelling
AMEYA AI HUB
AMEYA AI HUB
THE PRODUCT LINE
An AI-enabled product suite. One connected system.
The Ameya AI Hub is a suite of AI-powered products on one data model — CRM, tasks, ERP, service desk, HR and finance — plus custom software, web and mobile, built by the Ameya Innovex team, established in 2023. One login. One AI layer. Operations that stay easy, organized, and effortless.
EST. 2023FOUNDER · CEO
Ayush Abhay
Founder & Chief Executive Officer at Ameya Innovex
IIM AhmedabadIIM LucknowStrategy · Growth
PARTNERSHIP
IIM Ahmedabad and IIM Lucknow alumnus leading strategy, growth and client partnerships. Established Ameya Innovex with Ritika in 2023.
05 / THE PATH HERE
Enterprise first. Founder second. That order matters.
April 2024 to Present
Co-Founder & Chief Technology Officer, Ameya Innovex
Own technology end to end: architecture, AI roadmap, engineering, and client conversations. Ameya Innovex, established in 2023. A suite of products, 40+ deliveries across India and Dubai.
AI product strategy · Platform architecture · Engineering leadership
December 2021 to April 2024
Cloud Data Engineer, Capgemini
Enterprise pipelines on Azure Data Factory and Databricks, consolidating fragmented sources into unified data lakes at scale.
ADF · Databricks · Spark · ETL · Data lake design
March 2018 to October 2021
System Engineer, Tata Consultancy Services
MSSQL and data warehouse engineering for UK life insurance: policyholder reporting and query optimisation. TCS Service & Commitment and On-the-Spot Awards.
MSSQL · Data warehousing · Insurance reporting
06 / CREDENTIALS
Education, certifications & recognition.
Education
2024
MS, Data Science & Management
IIT Indore and IIM Indore (joint programme)
2017
Bachelor of Technology, Telecommunication Engineering
Bengal College of Engineering and Technology for Women, Kolkata
Certifications
CERTIFICATION
Microsoft Certified: Azure Fundamentals
AZ-900
Microsoft
CERTIFICATION
Azure Synapse Analytics for Data Engineers
Professional training
Udemy
CERTIFICATION
Querying Microsoft SQL Server 2012
Database certification
Udemy
CERTIFICATION
Big Data, Scala, Spark, Azure Data Factory & Databricks
Enterprise data stack
Training programme
Awards
AWARD
Service & Commitment Award
Tata Consultancy Services
AWARD
On-the-Spot Award
Tata Consultancy Services
WHAT HAPPY CLIENTS SAY ABOUT US
What happy clients say about us.
Client feedback · BNI
A proud moment for Ameya Innovex! Our client, Mr. Ritesh Srivastava, shared a testimonial with our CEO, Ayush Abhay, during a BNI meeting, where Ameya was praised for exceptional work. Mr. Ritesh expressed satisfaction with our software, which has greatly improved his travel agency's efficiency.
“It was wonderful experience taking services from Ameya Innovex. They understood the exact customer requirement and not only met but exceeded the expectations. Great service by team Ameya.”
“Delighted with the service – prompt, professional, and exceeded my expectations! The CRM software boosted retention and built a transparent, feedback-driven culture. Highly recommend!”
“The Ameya team provided seamless integration, ensuring our email workflows run smoothly and efficiently. The automation tools have significantly streamlined our communication process.”
“The travel CRM implemented is running smoothly. I am impressed by the quality of services Ameya has offered. They have also delivered right on schedule”
“It was a wonderful experience taking services from Ameya Innovex. They understood the exact customer requirement and not only met but exceeded the expectations. Great service by the team Ameya”
“The team understood our requirement and now we can save much time by automating the processes. Thank you, team, for the seamless efforts.”
“The Cash CRM, made by the Ameya team, has made us save around 15-20 % cost, and now we can control every expense. I highly recommend their services.”
“It has been a wonderful experience working with Abhay and his team, and I would gladly recommend Ameya Innovex to anyone looking for a reliable technology partner that genuinely cares about delivering quality.”
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