01

About Me

Transforming ideas into intelligent systems

AI Engineer & Backend Developer

Backend Developer and AI Engineer with 3+ years of experience designing scalable backend architectures and deploying agentic, LLM-driven systems in production. Expertise in RAG pipelines, multi-agent workflows, real-time data extraction, and conversational AI, leveraging LangChain, LangGraph, and vector databases.

Birthday 26 Feb 2002
Location Rajkot, Gujarat, India
Email harshilkaneriya26202@gmail.com
Status Available for Opportunities

Education

B.E. Computer Engineering

Government Engineering College, Rajkot

July 2019 - May 2023 | CGPA: 9.26
Student Externship Program

IIT Gandhinagar

Jan 2022 - May 2022 | CGPA: 7.43

Selected from 20,000+ applicants

Highlights

1664

LeetCode Rating

1810

CodeChef Rating (4⭐)

99

Intl. Rank - CodeChef Long

468

GATE Score (AIR: 3933)

1st

Google HashCode Regional

2nd

Smart India Hackathon

9th

HackRush (IITGN)

2626

Google Kickstart Rank

20+

GCP Skill Badges

11

Sessions as Speaker

95.16

CAT Percentile

100+

Certificates

34

Events Managed

3600

LinkedIn Followers

1674

GeeksforGeeks (Rank #1)

Certificates & Learning

6

Coursera Specializations

42

Udemy Courses

17

Hackathons & Competitions

4

Internship Certificates

16

Other Courses

02

Leadership & Roles

Leading teams and communities

GDSC Lead

Google Developer Students Club

May 2021 - July 2022

Google Developer Students Club Lead at GEC Rajkot. Managed 25+ events as lead and core member, fostering tech community growth.

View Community

CodeChef Event Lead

GEC Rajkot Chapter

May 2020 - June 2021

Event Lead at CodeChef GEC Rajkot chapter. Managed & conducted 9 events on competitive programming, helping students improve their coding skills.

View Chapter

Chief Organizing Officer

Inspire Talks

March 2021 - March 2022

Served as COO for startup named Inspire Talks, which provides platform to people to share their success stories. Organized multiple events and sessions.

View Channel

Google Cloud Facilitator

30 Days of Google Cloud

October 2021

Helped 400+ students across India to complete 30 days of Google Cloud challenge. Provided guidance and support throughout the program.

View Post

Newsletter Designer

Department Newsletter

March 2020 - March 2021

Designed and published 6 bi-monthly newsletters for our department, showcasing achievements, events, and updates.

View Newsletters

Lumos Wizard

Lumos Metaverse

June 2022 - August 2022

The Lumos Metaverse is a world built for developers, designed to open access to ecosystem opportunities and help them with their journey into Web3.

View Post
03

Skills & Expertise

Technologies I work with

Core Technical

Agentic AI
Multi-Agent Systems
System Design
Microservices
RESTful API Development
Data Structures & Algorithms

Programming Languages

Python 95%
JavaScript (ES6+) 85%
TypeScript 80%

AI/ML & LLM

LangChain

RAG Pipelines

LangGraph

Multi-Agent Systems

OpenAI

Fine-tuning, GPT

Vector DBs

ChromaDB, Pinecone, FAISS, pgVector

TensorFlow

Deep Learning

PyTorch

Neural Networks

scikit-learn

Machine Learning

OpenCV

Computer Vision

Google Vision

Vision API

Claude

Anthropic AI

Whisper

Speech Recognition

LangSmith

LLM Monitoring

Frameworks & Libraries

Django
FastAPI
Node.js
Express.js
NestJS
Fastify
Vue.js
Pandas
NumPy

Databases

MySQL
PostgreSQL
MongoDB
DynamoDB
Redis
ChromaDB
FAISS
Pinecone
pgVector

APIs & Messaging

REST
GraphQL
Apache Kafka
RabbitMQ

DevOps & Cloud

Docker
AWS (EC2, S3, Lambda)
NGINX
Load Balancing
Git
GitHub
CI/CD Pipelines
Render

Testing & Security

PyTest
Swagger
Postman
SonarQube
ZAP (OWASP)
OAuth2
JWT

Web Scraping & Automation

Scrapy
Playwright

Collaboration & Tools

Jira
Confluence
Bitbucket
04

Featured Projects

AI-driven solutions and systems

Production
LangGraph Celery Playwright

Agentic Real-time Scraping System

Built agentic real-time scraping and vendor comparison system using LangGraph, Celery, and Playwright across 10+ medicine e-commerce platforms, enabling near real-time pricing and availability insights.

10+ Platforms Real-time
Production
LangChain LLaMA ChromaDB OCR

RAG-based Document Q&A Pipeline

Developed RAG-based document Q&A pipeline using LangChain, LLaMA, ChromaDB, and OCR for 1,000+ documents, achieving 97% accuracy on scanned PDFs.

1,000+ Docs 97% Accuracy
Production
OpenAI Fine-tuning NLP

NLP-driven Chart Generation

Created NLP-driven chart generation tool using fine-tuned OpenAI models, converting business queries into visual analytics with 90%+ accuracy and saving 50+ hours/month.

90%+ Accuracy 50+ hrs/month saved
Production
Zoom SDK Twilio Whisper LLMs

Conversational AI Agents

Implemented conversational AI agents for Zoom and voice calls using Zoom SDK, Twilio, Whisper, and LLMs, improving action-item capture by 40% and call efficiency by 30%.

40% Improvement Voice AI
Personal
FastAPI OpenCV DeepFace Celery

AI Photo Culling System

Built a production-ready AI Photo Culling System with 72 ML features for photo grouping, quality, composition, pose, aesthetics, and cultural context. Optimized for CPU-only execution, achieving 2.7 images/sec with 98% accuracy.

2.7 img/sec 98% Accuracy
Research
Python GNN RNN

Air Quality Index Forecasting

Implemented air quality index forecasting using seven different models. Optimized performance by combining parallel processing with a GNN and a prior RNN model.

7 Models Parallel Processing
Personal
Vue.js Node.js MySQL

Park@Ease

Developed a parking management web application with vehicle owner identification, incorrect parking reporting, penalty issuance, and pre-booking features. Implemented an Admin panel for user and vehicle management.

Full Stack Admin Panel
Hackathon
CNN TensorFlow PyTorch

Multispectral Image Dehazing

Processes multispectral images to remove haze and fog to get clear satellite images with multilayer convolutional networks and fusion of CNN outputs. Achieved 2nd rank at Smart India Hackathon (college level) and selected for next round.

2nd Place Satellite Images
Mobile App
Android Java Mobile

QR Code Generator & Barcode Scanner

Created two mobile applications with Android & Java. One generates QR codes for given text, beneficial for secure and quick data communication. The Barcode scanner application can scan any barcode and provide its original code and link if attached.

Android Secure
NLP
NLP Python Speech Recognition

Speech Language Recognisor

Divided into three main steps: 1) Speech Input 2) Speech to Text conversion 3) Text Language Recognition. Can detect 20+ languages including national and international languages using Natural Language Processing and Google Speech Python Module.

20+ Languages Speech-to-Text
Web App
React.js HTML/CSS JavaScript

G-Medicine

Website where users can log in/sign up and access suitable medicine according to gender, age filtration, and find nearest medical shop, hospital, doctor's contact, and location details.

Healthcare Location-based
Frontend
HTML CSS JavaScript

Spotify Clone

Created front-end of Spotify with vanilla HTML, CSS, and JavaScript to learn and practice web development fundamentals. Implemented responsive design and interactive UI components.

Vanilla JS UI/UX
Game
C++ Game Logic

Tic Tac Toe using C++

Simple tic tac toe game created with C++ programming language. Uses multiple loops and conditions for each different 9 cells and a set of rules for match winners and draws.

Game C++
05

Experience

Professional journey

Solution Analyst

Argusoft India Ltd Jan 2023 – Present

Gandhinagar, Gujarat

  • Built agentic real-time scraping and vendor comparison system using LangGraph, Celery, and Playwright across 10+ medicine e-commerce platforms
  • Developed RAG-based document Q&A pipeline using LangChain, LLaMA, ChromaDB, and OCR for 1,000+ documents, achieving 97% accuracy
  • Created NLP-driven chart generation tool using fine-tuned OpenAI models with 90%+ accuracy, saving 50+ hours/month
  • Implemented conversational AI agents for Zoom and voice calls, improving action-item capture by 40%
  • Designed scalable backend processing 10K+ records/day with Django, reducing latency by 35% and maintaining 99.9% uptime
  • Automated job scraping and AI-based proposal generation with Jira integration, increasing outreach by 5x
LangGraph LangChain Django FastAPI OpenAI ChromaDB AWS

SDE Intern

Maruti Techlabs May 2022 – July 2022

Ahmedabad, Gujarat

  • Built automated dashboards and reports using DOMO and Tableau with FiveTran-backed MSSQL pipelines
DOMO Tableau MSSQL FiveTran
06

Get In Touch

Let's build something amazing together

Location

Rajkot, Gujarat, India - 360005

AI Terminal
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