Discover the signal
Find the human and business truth hiding inside research, behavior and data.
Available for select collaborations
I design
intelligence
into products.
I turn complex data and AI into clear, useful digital products—from the first signal to the final interface.
CLICK ANYWHERE TO FIRE
01 / SIGNAL
Most teams don't need more data.
They need a clearer path from signal to decision to experience.
Shape the system
Turn ambiguity into product logic, useful models and a strategy teams can act on.
Design the experience
Make intelligence understandable, trustworthy and genuinely pleasant to use.
Analysis time reduced
From roughly 40 hours to under four.
Retrieval efficiency gained
Through clearer data and ETL workflows.
Key accounts secured
Combining evidence, positioning and action.
02 / SELECTED MISSIONS
Work at the intersection.
Switch lenses to see how each discipline changes the product.
Filter work
01AI SALES INTELLIGENCE · PRODUCTION PILOT
APS Insight
Turning recorded real-estate sales calls into structured, evidence-backed intelligence.
02DATA EXPERIENCE · DEMO CASE STUDY
Prism Revenue
A decision cockpit that turns live commercial signals into clear priorities.
03PRODUCT DESIGN · DEMO CASE STUDY
Nova Onboarding
Reframing a complex enterprise setup as a guided path to first value.
0103
APS Insight is production-pilot work. Prism Revenue and Nova Onboarding remain concept case studies.
03 / CAPABILITY MAP
Three disciplines.
One product mind.
CONVERGENCEANKITDATA · DESIGN · PRODUCT
Current signal
Convergence
The useful work happens between disciplines: understanding the signal, shaping the strategy and designing the experience.
CAREER TRANSMISSION
From analysis to production AI.
A concise record of building data systems, AI workflows and business-facing products across the UK and India.
Download full CV ↓ PDF2024—NOW
AI / Data Scientist · Intellica
Designed and deployed pension-analysis workflows that reduced analysis time by about 90%, from roughly 40 hours to under four. Built document ETL, structured extraction and automated proforma workflows with Python, LLMs, SQL Server and Azure.
Discuss this experience →MSc, Mechatronics & Intelligent Machines
University of Central Lancashire · Merit · 2022—2023
BTech, Mechanical Engineering
SRM University · First Class · 2016—2020
Python · SQL · Azure · NLP · Generative AI
Pandas, Scikit-learn, PyTorch, TensorFlow, Hugging Face, prompt engineering, ETL and data visualization.
CREDENTIAL ARCHIVE / 21
Learning across the full technology stack.
A focused record of certified learning across AI, natural-language processing, data, cloud and engineering foundations.
FEATURED CREDENTIAL · MICROSOFT · 2024Microsoft Certified:
01 / 21
Microsoft Certified:
Azure AI Fundamentals
Foundational knowledge of machine learning, computer vision, natural-language processing and generative AI workloads on Azure.
Introduction to Engineering and Design
Brown University · 2018
Python: Zero to Hero Bootcamp
Udemy · 2022
Hands-On Natural Language Processing
LinkedIn Learning · Dec 2023
Introduction to Prompt Engineering for Generative AI
LinkedIn Learning · Dec 2023
Deep Learning Foundations: NLP with TensorFlow
LinkedIn Learning · Nov 2023
Machine Learning with Scikit-Learn
LinkedIn Learning · Nov 2023
NLP with Python for Machine Learning
LinkedIn Learning · Nov 2023
NumPy Essential Training: Foundations
LinkedIn Learning · Nov 2023
Getting Started with Hugging Face Transformers
LinkedIn Learning · Oct 2023
Learning Data Analytics: Foundations
LinkedIn Learning · Oct 2023
Natural Language Processing with PyTorch
LinkedIn Learning · Oct 2023
TensorFlow: Working with NLP
LinkedIn Learning · Oct 2023
Text Classification for NLP Using BERT
LinkedIn Learning · Oct 2023
MySQL Essential Training
LinkedIn Learning · Sep 2023
Power BI Essential Training
LinkedIn Learning · Sep 2023
SQL Essential Training
LinkedIn Learning · Sep 2023
Azure Machine Learning Development
LinkedIn Learning · Mar 2022
Machine Learning with Python: Foundations
LinkedIn Learning · Mar 2022
Learning Arduino: Foundations
LinkedIn Learning · Feb 2022
Programming Foundations: Fundamentals
LinkedIn Learning · Jan 2022
04 / WORKING PRINCIPLES
Make the invisible visible.
Good products reveal the right complexity at the right moment.
Prototype the riskiest belief.
Learn where uncertainty is highest before polishing what is already known.
Earn trust by design.
Especially with AI, clarity and control are product features—not decoration.
05 / PROJECT SIGNAL SCANNER
Let's find the
right next move.
Choose the kind of work you need. A short enquiry form will adapt to your selection.
CHOOSE · 01 / 03
What are you trying to move forward?
SELECTED SIGNALAI product
ENQUIRY DELIVERED
Thank you — your enquiry has been sent.
Ankit will reply to you@company.com within 1–2 days.
SELECTEDAI productyou@company.com