Full-Stack Engineer · AI/ML Consultant · Jammu, India

Software Developer and AI Consultant in Jammu

I help startups and businesses plan, build and improve reliable web, cloud and AI products. I also deliver practical corporate training, technical workshops and guest lectures for engineering teams and computer science students.

  • 7Years of engineering experience
  • 12+Products and platforms delivered
  • 10+Clients supported

Software, AI and Technology Services

Practical engineering support from early technical decisions through implementation, delivery and team enablement.

Software Development

Custom web platforms, SaaS applications and internal business systems built with React, Next.js, Node.js, Python, Django and FastAPI. Engagements can cover architecture, implementation, integrations, deployment and technical leadership.

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IT Consulting

Practical guidance on technology selection, system architecture, development planning, scalability, code quality and engineering processes for startups and established teams.

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AI and ML Solutions

AI integrations using large language models, retrieval-augmented generation, vector search, intelligent automation, computer vision and data-backed applications.

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Corporate Training and Guest Lectures

Hands-on sessions for engineering teams, colleges and B.Tech students covering generative AI, full-stack development, system design, software careers and engineering leadership.

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Engineer, Technical Lead and AI/ML Practitioner

Name
Viniak Dev Gupta
Focus
Software, AI, consulting and training
Education
M.Tech in Artificial Intelligence and Machine Learning from IIT Jammu
Location
Jammu, Jammu and Kashmir, India

I am Viniak Dev Gupta, a full-stack and machine-learning engineer based in Jammu, India. Over the past seven years, I have worked across product engineering, technical architecture, client delivery and team leadership while remaining actively involved in software development.

My work includes React, Next.js, Node.js, TypeScript, Python, Django, FastAPI, PostgreSQL, MongoDB, Google Cloud, LLM applications and vector-search systems. I hold an M.Tech in Artificial Intelligence and Machine Learning from IIT Jammu and a B.Tech in Computer Science and Engineering from Punjab Technical University.

  • Total
    Clients
    10+
  • Completed
    Projects
    12+
  • Working
    Experience
    07YEARS
  • Product
    Focus
    AIML
Email: viniakdevgupta@gmail.com

More about my experience

Technical Areas

Applied experience across product interfaces, APIs, data systems, AI/ML workflows and delivery support.

Languages

JAVASCRIPT

Primary language for frontend, backend, realtime workflows, dashboards, and product integrations.

TYPESCRIPT

Typed JavaScript used for large-scale frontend and backend systems, including Next.js applications.

PYTHON

Used for AI/ML workflows, Django, FastAPI, data-backed services, and automation.

HTML

Semantic page structure for accessible, SEO-friendly web interfaces.

CSS

Responsive UI styling, SCSS systems, interaction states, and polished product interfaces.

Frontend

React

Component-driven product interfaces for dashboards, SaaS workflows, admin panels and data-heavy web applications.

Next.js

SEO-aware pages, routing, rendering and full-stack React delivery for production web products.

Vue

Frontend implementation and product UI work where Vue fits an existing stack or delivery requirement.

React Native

Mobile-adjacent product experience and cross-platform interface work where React Native is the practical fit.

Backend

Node.js and Express

Backend services, APIs, realtime workflows, integrations and product-platform logic in JavaScript.

NestJS

Structured backend development for maintainable APIs and larger server-side application modules.

Django

Python web backends for business workflows, admin-heavy systems and data-backed applications.

FastAPI

Python APIs for ML services, automation, integrations and lightweight product backends.

SQL Databases

PostgreSQL and MySQL experience for transactional systems, reporting, admin platforms and product backends.

MongoDB

Document data modelling for dashboards, event platforms and full-stack product applications.

BigQuery

Data workflows and analytics-oriented product needs where cloud data warehousing is part of the stack.

Vector and Search Systems

Applied work with Weaviate, Pinecone, PGVector, Algolia, Typesense, Elasticsearch and Firestore patterns.

AI/ML

LLM Integrations

AI-assisted product features using large language models inside clear application workflows.

RAG and Retrieval

Retrieval-augmented generation, document search, expert search and vector-backed knowledge workflows.

Agents and Automation

Workflow automation patterns that combine deterministic software boundaries with AI-assisted steps.

Machine Learning and Vision

Applied ML, scikit-learn, TensorFlow and computer-vision workflows where they support real product requirements.

Cloud and Delivery

Google Cloud Platform

Cloud-backed product delivery using GCP services where scalability, deployment and data workflows require it.

Firebase

Firebase-backed application workflows, authentication-adjacent product needs and rapid web product delivery.

Deployment and CI/CD

Release workflows, deployment support, QA coordination and practical handover for maintainable systems.

Documentation and Handover

Architecture notes, implementation context and delivery documentation that help teams operate after launch.

Selected Case Studies

Selected examples of product engineering, architecture, AI integration and client delivery across real-world software platforms.

Diagram showing expert profiles connected through search and retrieval signals
02

Search and LLM application · Knowledge workflow

AI-Powered Expert Search and Retrieval Platform

A search-oriented platform for finding relevant experts and information across structured and unstructured inputs using practical retrieval and AI-assisted product patterns.

Role
Applied AI/ML engineering, vector-search workflow design, product implementation and technical delivery support.
Core technologies
LLMs, Vector search, React, Node.js
Outcome
Delivered expert-search and retrieval workflows as part of real product engineering work.
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Diagram showing form inputs transformed into structured AI-assisted workflow output
03

Generative AI workflow · Business process automation

GPT-Based Form Workflow Application

A GPT-enabled application that applied large language models to structured form and workflow interactions while keeping normal product validation and review points in place.

Role
LLM integration, full-stack implementation, workflow design support and delivery coordination.
Core technologies
GPT workflows, React, Node.js, FastAPI
Outcome
Delivered an AI-assisted workflow that connected model output with structured application behaviour.
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Recommendations

Feedback from clients, engineering partners and colleagues across product delivery, architecture, mentoring and leadership.

Client

In Viniak, a highly competent software developer meets an excellent problem solver. Our company hired him to lead our development team in the process of creating our first product demonstration prototypes - needless to say that the time constraints always were tough, too. His ability to combine solu...

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In Viniak, a highly competent software developer meets an excellent problem solver. Our company hired him to lead our development team in the process of creating our first product demonstration prototypes - needless to say that the time constraints always were tough, too. His ability to combine solution expertise regarding technical challenges with smoothly orchestrating a team and their contributions made our vision become reality and with that it pushed our visibility to our customers to the next level. His attention to detail and profound expertise in software design are phenomenal: the whole team could trust in the solution to work out perfectly for our users. Last, but not least, he is also a very good communicator and a joy to work with - I highly recommend hiring Viniak!

Colleague

I had the privilege of working closely with Viniak Dev Gupta for over six years during my time leading HR at Think Future Technologies. Viniak's journey from Associate Lead to being entrusted with the COO responsibilities at our Jammu Regional Centre is a testament to his remarkable growth, leadersh...

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I had the privilege of working closely with Viniak Dev Gupta for over six years during my time leading HR at Think Future Technologies. Viniak's journey from Associate Lead to being entrusted with the COO responsibilities at our Jammu Regional Centre is a testament to his remarkable growth, leadership, and unwavering commitment.

Client

Viniak is a rare blend of technical depth and human brilliance. As a software developer, he consistently delivered at a Solution Architect level - independently handling end-to-end product development, deployment, client consulting, estimation, and delivery. What made him stand out even further was...

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Viniak is a rare blend of technical depth and human brilliance. As a software developer, he consistently delivered at a Solution Architect level - independently handling end-to-end product development, deployment, client consulting, estimation, and delivery. What made him stand out even further was his ability to lead technical teams, mentor peers, and manage entire project lifecycles with maturity well beyond his years. He is deeply respected for his courteous nature, loyalty, initiative, and ownership. Whether it was building delivery pipelines, contributing to team culture, or co-leading events and upskilling programs, Viniak always showed up - with energy, humility, and excellence. What impressed me most was how naturally he earned the trust of clients and the admiration of his teams. His ability to accept feedback, adapt to challenges, and continuously evolve made him a clear choice for strategic roles. Watching him rise to lead teams, projects, and eventually a regional centre has been nothing short of inspiring. I would strongly recommend Viniak for senior engineering, architecture, and leadership roles - not just because he is capable, but because he's the kind of professional every organization hopes to grow with.

Engineering Partner

I had the pleasure of working with Vin on our engineering team between 2024 and 2025, and he consistently impressed me with their exceptional ability to architect elegant solutions while maintaining a holistic view of our entire system. What sets Vin apart is his remarkable talent for thinking sever...

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I had the pleasure of working with Vin on our engineering team between 2024 and 2025, and he consistently impressed me with their exceptional ability to architect elegant solutions while maintaining a holistic view of our entire system. What sets Vin apart is his remarkable talent for thinking several steps ahead. When presented with a technical challenge, he doesn't just solve the immediate problem, but considers how the solution will integrate with existing systems, scale with future growth, and impact other workflows. Beyond his technical expertise, Vin excels at communicating complex concepts to both technical and non-technical stakeholders. He creates clear documentation and diagrams that help the entire team understand how different pieces fit together in our ecosystem. Any engineering team would be fortunate to have Vin's systems-level thinking and architectural expertise. He's the type of engineer who makes everyone around them better by elevating the quality of technical discussions and design decisions.

Colleague

For almost a year working together, Viniak demonstrated not only his software engineering skills but also strong leadership. Beyond his technical expertise, he is a proactive and collaborative team player who approaches challenges with creativity and problem-solving.

Colleague

I had the privilege of working with Viniak Dev Gupta for two years, and in that time, he consistently went above and beyond in every aspect of leadership. From handling clients with expertise to making sound decisions, his influence was felt across every corner of the team. Not only is he an excepti...

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I had the privilege of working with Viniak Dev Gupta for two years, and in that time, he consistently went above and beyond in every aspect of leadership. From handling clients with expertise to making sound decisions, his influence was felt across every corner of the team. Not only is he an exceptional communicator and technical leader, but he also sets the highest standards, pushing everyone to deliver their best. More than just a manager, he's a great teacher who genuinely cares about the growth of his team, always willing to go the extra mile to ensure success. His ability to inspire, lead by example, and foster a positive, high-achieving culture is truly remarkable. Working with him has been an incredible experience, and he exemplifies the true meaning of going "Above and Beyond".

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