AVAILABLE FOR OPPORTUNITIES
Haridwar, IN  /  AI/ML & PRODUCT R&D

KANISHK BHARDWAJ ///

RESEARCH.
ENGINEER.
SHIP.

AI/ML Engineer · Full-Stack AI Developer · Author
Building intelligent systems at the intersection of ML, product engineering & data.

Haridwar, India
Verdiore Interiors
Amazon Author
NIELIT Research
View Projects → Let's Connect
/// AI/ML ENGINEER / AUTHOR
KB
KANISHK BHARDWAJ
HARIDWAR / INDIA
ID — KB0107
01 / 07
99.5% ML ACCURACY /// 2,200+ CROP-SOIL COMBOS /// 11K+ RECORDS ANALYZED /// 25% TRAINING TIME ↓ /// 5+ ENTERPRISE APPS /// 40% ETL PREPROCESSING ↓ /// 18% SESSION DURATION ↑ /// 92% CLASSIFICATION /// 15 MODULES IN VIBE TO SHIP /// 99.5% ML ACCURACY /// 2,200+ CROP-SOIL COMBOS /// 11K+ RECORDS ANALYZED /// 25% TRAINING TIME ↓ /// 5+ ENTERPRISE APPS /// 40% ETL PREPROCESSING ↓ /// 18% SESSION DURATION ↑ /// 92% CLASSIFICATION /// 15 MODULES IN VIBE TO SHIP ///
01 / FROM THOUGHT TO THING

IDEAS. BUILT
DIFFERENT.

kanishk@ai-lab ~ $
> research_complex_systems|
↳ Reverse engineering 5+ design software workflows...
> engineer_intelligence
↳ Building ML pipelines · REST APIs · Full-stack products
> ship_with_ai()
↳ LLMs · AI agents · Vibe coding · Production deploy
 
01 RESEARCH
→
02 ENGINEER
→
03 SHIP
AI / ML Engineering From data pipelines to production ML systems.
Full-Stack AI Development APIs, frontends, databases — end-to-end.
Product R&D Reverse engineering, prototyping, architecture.
Data Intelligence Analytics, BI, ETL, and decision support.
02 / PROFESSIONAL JOURNEY

MORE THAN A
JOB TITLE.

CURRENT
April 2026 — Present

AI/ML & Product R&D Engineer

Verdiore Interiors and Furnishing Pvt. Ltd.
Hybrid

Researching and reverse-engineering 5+ design & visualization software workflows. Architecting a proprietary unified platform for interior-design operations. Using LLMs, AI coding agents, and AI-assisted workflows for automated research, prototyping, and testing.

LLMs AI Agents R&D Architecture Prototyping ML Research
Research→ Reverse Engineer→ Architect→ AI→ Prototype
RESEARCH INTERN
Aug 2024 — Feb 2025

Machine Learning Engineer

NIELIT — National Institute of Electronics & IT
On-site · Ministry of IT

Architected Smart Crop Advisor using XGBoost + Random Forest ensemble. Achieved 99.5% accuracy across 2,200+ crop-soil combinations with real-time Flask REST API deployment. Conducted EDA on 11K+ records with Power BI dashboards.

99.5%Accuracy
2.2K+Combinations
25%Training ↓
30%Convergence ↑
XGBoost Random Forest Flask Scikit-Learn Power BI
FULLSTACK INTERN
May 2023 — July 2023

Full-Stack Development Engineer

WhizzyStack Solutions
Remote

Delivered 5+ enterprise web applications for real clients. UX/UI enhancements increased user session duration by 18%. Cross-browser compatibility, agile sprints, peer code reviews, Git workflow.

5+Apps Shipped
18%Session ↑
HTML5 JavaScript CSS3 WordPress Git
03 / SHIPPED PRODUCTS

REAL WORK.
REAL IMPACT.

01
AI / ML
LIVE ↗

Smart Crop Advisor

Deployed ensemble ML system processing real-time crop-soil-climate queries with 99.5% accuracy. Full ML lifecycle from EDA to Flask API to Power BI dashboards.

Problem→ EDA→ Features→ Model→ API→ Deploy
99.5%Accuracy
2.2K+Combinations
11K+Records
25%Training ↓
XGBoostRandom ForestFlaskScikit-LearnPythonPower BI
View Live Product →
02
B2B / FINTECH
LIVE ↗

Cheque.io

Precision-engineered B2B cheque printing application. Millimeter-accurate CTS-2010 compliant output. Fully client-side processing for enterprise-grade data privacy. Web3-inspired UI deployed on Vercel Edge.

Millimeter-precision print engine
CTS-2010 bank compliance
Zero server dependency (privacy-first)
Playwright E2E automated testing
Cross-bank format compatibility
JavaScriptHTML5CSS3PlaywrightVercel Edge
View Live Product →
03
FRONTEND / PRODUCT
LIVE ↗

Xourist

Production-grade travel agency platform built with AI-assisted (vibe coding) development. Immersive UX with scroll-triggered animations, CSS Grid/Flexbox architecture, and sub-second load performance.

Intersection Observer scroll interactions
CSS keyframe + requestAnimationFrame
Zero-dependency frontend
Optimized Vite bundle / Vercel deploy
AI-assisted development workflow
HTML5Vanilla JSCSS3ViteVercel
View Live Product →
04
DATA / ANALYTICS

Data Analytics Suite

Three analytical pipelines covering enterprise data center classification, Diwali e-commerce segmentation, and multi-source ETL BI dashboards. Reduced preprocessing time by 40%.

Enterprise Data Center
92%
Classification · 11K+ Transactions
Diwali E-Commerce
K-Means
Customer Segmentation · DBSCAN
BI Dashboard
40%
Preprocessing ↓ · ETL Automated
Power BIDAXPythonPandasK-MeansMatplotlib
04 / MY ENGINE ROOM

TOOLS CHANGE.
CURIOSITY DOESN'T.

LANGUAGES / SYSTEMS / INTELLIGENCE

Py
TF
PT
FL
DK
AW
SQ
JS
BI
AI
GT
SB
01 / LANGUAGES
Python
SQL
JavaScript
Bash
HTML5
CSS3
02 / ML / AI STACK
TensorFlow
PyTorch
XGBoost
Scikit-Learn
LightGBM
Keras
PySpark
LLMs
03 / ENGINEERING / CLOUD
Flask
Docker
Vite
Vercel
AWS EC2
PostgreSQL
Supabase
Playwright
04 / DATA / BI
Power BI
Tableau
Pandas
Matplotlib
Plotly
DAX
BUILD / RESEARCH / CREATE / SHIP
05 / RESEARCH & WRITING

BEYOND THE
CODEBASE.

AMAZON AUTHOR PUBLISHED 2026

VIBE to SHIP

Build Real Products with AI — From Zero to Launched

A practical 15-module guide covering context engineering, agent orchestration, growth systems, monetization, and AI-era product development. Written from real experience building and shipping AI-powered products.

Context Engineering
Agent Orchestration
Growth Systems
Monetization
AI-Era Product Development
Zero to Launched Workflow
"I don't just build with AI. I document how products get built with AI."
Get on Amazon ↗
15 MODULES
RESEARCH PAPER MARCH 2025

Rooted Growth

Crop Recommendation through Soil Understanding

Abstract accepted at the International Conference on Automation for Sustainable Future. Applied ML research bridging agronomics and intelligent systems for real-world agricultural decision support.

Conference Intl. Conf. on Automation for Sustainable Future
Status Abstract Accepted
Domain Applied ML · Sustainable Tech
ACTIVITY SKYLINE

Build Cadence

RESEARCH / BUILD / SHIP ACTIVITY

RESEARCH → BUILD → SHIP → REPEAT

06 / FOUNDATION

THE BACKGROUND
BEHIND THE BUILD.

EDUCATION
Aug 2025 — Present NOW
M.Tech — Computer Science & Engineering
Gurukula Kangri University, Haridwar
Aug 2022 — May 2025
B.Tech — Computer Science & Engineering
Gurukula Kangri University, Haridwar
July 2019 — April 2022
Diploma — Computer Science & Engineering
SDIMT, Haridwar
CERTIFICATIONS
IBM
Python for Data Science, AI & Development · AI Fundamentals · Data Analytics · Machine Learning with Python
Microsoft
Power BI Data Analytics Professional
Tableau
Data Visualization Specialization
NIELIT
120-Hour Machine Learning Internship
07 / START A CONVERSATION

LET'S
BUILD
SOMETHING.

Ideas. Opportunities. Your next move.

/// GOOD PEOPLE. GOOD IDEAS. LET'S TALK.
Email kanishkbhardwaj007@gmail.com
→
LinkedIn Connect & exchange ideas
→
GitHub Code, projects & experiments
→
VIBE to SHIP Available on Amazon — 15 modules
→
ORCID Research profile & publications
→