MORE UNDERSTANDING.
01 — AI & DATA
WorkLiq AI
An AI data-analysis workspace for business users and data teams—bringing questions, analysis, notebooks, and reports into one workflow. In development.
I'm Abhay Bhardwaj. I bring AI automation, RAG, and product thinking together to help turn a business challenge into a practical next step.
See what I’m building Let’s grow togetherQUESTION → POSSIBILITY → ACTIONCuriosity moves things forward.
01 / SELECTED WORK
01 — AI & DATA
An AI data-analysis workspace for business users and data teams—bringing questions, analysis, notebooks, and reports into one workflow. In development.
02 — SYSTEMS & RESEARCH
A metadata-centric research prototype exploring how data can stay queryable, verifiable, and reconstructable across its lifecycle.
02 / WHAT CAN I DO FOR YOU?
Research the opportunity. Put AI to work. Bring people and priorities together. Here’s where I can help.
Understand the landscape before committing. I can investigate competitors, customer needs, and product gaps, then turn the findings into a clearer set of opportunities.
Market scan · Opportunity briefFind where AI fits your business. I can help define the use case, map data and integration needs, and shape a prototype with a clear way to evaluate it.
Use-case assessment · Integration planTurn a useful idea into a tool. AI assistants, RAG workflows, and custom prototypes can connect your information to the tasks your team actually needs to do.
AI assistants · RAG · PrototypesIdentify the repetitive steps, connect the right APIs, and design workflows that reduce manual handoffs—with human review where it matters.
Workflow mapping · APIs · Agentic flowsInvestigate what is holding progress back: a product gap, a slow process, or an unclear customer experience. I can help turn those findings into focused actions to test.
Bottleneck analysis · Product prioritiesBring customer needs, stakeholder decisions, and engineering priorities into one plan. I can help coordinate the work, review progress, and keep the team focused on the problem.
Requirements · Team coordination · Delivery
Start with what’s getting in the way.
We’ll work out the next useful step.
03 / MY STORY
You have something you want to grow. I want to understand what’s standing in the way.
My background is in computer applications: a BCA from Arya College, Ludhiana, followed by an MCA at Lovely Professional University, which I’m currently pursuing. Alongside that foundation, I’ve been exploring AI, data systems, APIs, and the decisions that turn software into a useful product.
My strength is bringing a problem, technical understanding, and AI tools together. I’m still growing as a programmer. AI-assisted building lets me explore ambitious systems while I keep learning how they work, where they fail, and what needs to improve.
I want to build things with the potential to change how an industry works. WorkLiq AI and DNA are two ongoing examples: one explores how people analyze data; the other investigates how data systems handle access, trust, and reconstruction. I use AI to help turn those ideas into prototypes, alongside product decisions, experiments, and continual review.
At TechBridge, I work closer to the business side of that same process: understanding stakeholder needs, discussing solution direction with senior leadership, and guiding engineering work through priorities and delivery reviews.
That’s how I approach AI solutions consulting: understand the friction first. It might be repetitive work, information that’s hard to find, or a product direction that needs clarity. Then work out what to automate, integrate, or build—and how we’ll judge whether it helps.
PUTTING THAT APPROACH INTO PRACTICE
Business Analyst Intern
Product Management · Cybersecurity
I translate customer and stakeholder needs into documentation and delivery priorities, coordinate team workload and Jira sprints, and review development progress. Solution direction is discussed with senior leadership, keeping product requirements connected to engineering execution.
7 SEPTEMBER 2026 — PRESENTWHERE I WANT TO TAKE THIS
My ambition is to build a company around technology that changes what people and businesses can do. I’m developing that foundation through product work, AI-assisted building, and research. If there’s a challenge we can tackle together, let’s make progress—and grow through the work.
THE FOUNDATION
04 / EXPERTISE & APPROACH
My focus is AI solutions consulting: understanding the
business,
shaping a technical approach, and making the next
step actionable.
I work with LLMs, APIs, and data workflows to explore where automation can reduce repetitive work. I can help frame the use case, map the workflow, and plan an integration or prototype with clear boundaries for human review.
I have worked with retrieval-augmented generation pipelines and LLM integrations. My interest is in connecting AI to useful context: choosing what to retrieve, making source information accessible, and checking whether an answer addresses the original question.
My TechBridge work connects stakeholder needs with requirements, documentation, priorities, and engineering progress. I bring that product lens to technical discussions: what are we solving, who is it for, and what should happen next?
I enjoy investigating questions that do not have an obvious answer. Market research helps me understand the context; technical prototyping helps me explore an approach. I value testing assumptions, documenting limits, and changing direction when the evidence calls for it.
18 OCTOBER 2026 / PERSONAL JOURNEY
A home for my work in AI, product thinking and data-systems research, and an invitation to solve useful problems together.
Read the first storyOPEN TO OPPORTUNITIES & COLLABORATION.
A workflow that takes too much time. A product that needs
direction. An AI idea you want to explore.
Tell me where you
want to go. Let’s work out the next step together.