Work Experience
Full-Stack Engineer Intern (Backend Focus) with ML Integration
Chainlink Technology Pvt. Ltd. – TalentFirst Global | Remote GitHub Project
November 2024 – April 2025
Technologies: Python, FastAPI, MongoDB, NLP (spaCy, NLTK),
Hugging Face Transformers, OpenAI API, Gemini API, PyMongo, Pydantic, JWT, RESTful APIs
Developed the backend for an AI-powered career recommendation chatbot from scratch using FastAPI
and MongoDB Atlas Vector Search
Built data pipelines that scraped, cleaned, and processed job listings using Python (Requests,
BeautifulSoup, Selenium, Google Search) for testing data
Created a normalizer script using fine-tuned LLaMA 3 to clean and structure scraped data,
generating embedding vectors with Hugging Face Sentence Transformers
Designed database schema and populated user profiles and job data into MongoDB with proper
referencing and indexing
Integrated MongoDB Atlas Vector Search for efficient job retrieval based on user query
embeddings
Built personalized career gap analysis using OpenAI GPT-3.5 (switched to Gemini) that compares
user profiles with job requirements
Engineered complete chatbot conversation flow handling intents, logging, rate limiting, and
token usage tracking
Project Based Freelancer
Contetra Private Limited | Remote
May 2023 – April 2025
Technologies: Python, Web Scraping (Requests, BeautifulSoup,
Selenium), Regex, Proxy Management, Machine Learning, Data Processing
Redesigned existing Python web scraping script for MCA company status data collection and
processing
Implemented regex-based pattern matching for name normalization and entity recognition to
improve data accuracy
Built anti-detection strategies with rotating proxies, user-agent randomization, and request
throttling to avoid IP bans
Developed retry and fallback mechanisms with exponential backoff for uninterrupted data
gathering
Currently testing a self-developed lightweight model to generalize extracted data and flag
anomalies
Leading project management including client data processing, tool-based verification, and issue
identification
Projects
AI Resume Analyzer
Kirti M Doongursee College | B.Sc. SEM V Final Year Project | 2022
Technologies: Python, Streamlit, MySQL, NLP (PyResParser, NLTK),
Plotly, Geocoding API
Built a Streamlit-based web application that uses NLP and text analysis to automatically parse
resumes and provide personalized recommendations.
The system extracts key information from PDF resumes, evaluates content quality, predicts suitable
job fields, and suggests skills and courses.
Achievement: Won 2nd prize at Kirti College's Avishkar Research ConventionGitHub Impact: 500+ stars, 100+ forks, 40,000+ viewsCommunity Impact: Assisted 800+ users with project reports, helped 60+ users
with installation
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Data-Driven Analysis & Predictive Modeling of MGNREGA (2018–2024)
Ramnarain Ruia Autonomous College | Research Project | Jan 2024 – Apr 2024
Technologies: Python, Pandas, NumPy, Scikit-learn, XGBoost,
Random Forest, ARIMA, Plotly, Seaborn, Streamlit, Tableau
Developed a comprehensive data analysis and forecasting system to evaluate MGNREGA scheme
performance across 34 Indian states/UTs from 2018–2024.
Achieved 81% classification accuracy with 94% precision in predicting district performance.
Performed extensive EDA on district-wise data revealing regional disparities and employment
trends
Implemented time-series forecasting models to predict future expenditure patterns
Used machine learning models for district classification with high accuracy rates
Built interactive Streamlit web app for data visualization and insights presentation
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Inventory and Billing Management System for Raj Enterprise
Ramnarain Ruia Autonomous College | Field Project | 2023
Technologies: PHP, MySQL, JavaScript, HTML, CSS, AJAX, jQuery
DataTables, Bootstrap, Chart.js
Designed and developed a customized Inventory and Billing System (REIIS) for Raj Enterprise, a
Mumbai-based rubber and plastic manufacturing company.
Replaced manual GST invoicing and automated billing processes.
Built complete modules for inventory management, order processing, and invoice generation
Integrated dynamic order forms with automated SKU generation and GST calculations
Designed relational database with proper referencing and indexing
Implemented security measures to prevent SQL injection and other vulnerabilities
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Hackathon Activity
Decentralized Identity Management System (Self-Sovereign Identity - SSI)
DIGIPAY PRO NPCI [Techfest (IITB)] — Qualified for Final Round | December 2024
Technologies: React.js, Node.js, Web3.js, Solidity, Ethereum
(Polygon), IPFS, snarkjs, NTRU, FrodoKEM
Designed and implemented a decentralized identity management framework using DIDs, Verifiable
Credentials, and Zero-Knowledge Proofs
for privacy-preserving, user-controlled identity verification.
Integrated post-quantum cryptographic algorithms (NTRU, FrodoKEM) for future security
Built smart contracts on Ethereum (Polygon) with decentralized credential storage using IPFS
Created responsive React.js frontend and Node.js backend for DID creation and credential sharing
Successfully qualified for final round and presented working MVP
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Freelance Web Development Assistance
Company Website Development
Western Recycler, Dahisar Mori, Thane, Mumbai | 2025
Technologies: TypeScript, React, React Router, Tailwind CSS,
Lucide, PWA, PHP
Designed and developed a clean, modern React-based company portfolio website with multiple service
pages,
dynamic data handling, lead capture forms, and PWA features.
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E-Waste Management Certificate Generation Web App
Western Recycler, Dahisar Mori, Thane, Mumbai | 2024
Technologies: HTML, CSS, JavaScript, PHP, MySQL, pdfMake, AJAX
Created a secure web-based application for generating e-waste recycling certificates in customized
PDF format
with dynamic content, secure authentication, and audit logging.
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Secure File Access Portal (FAP)
Western Recycler, Dahisar Mori, Thane, Mumbai | 2023
Technologies: PHP, MySQL, HTML5, CSS3, JavaScript
Developed a role-based secure file access and management portal with admin/user authentication,
file upload/download capabilities, and comprehensive security implementations.
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Real Estate Property Listing Form
ITS ME DEZINO | 2024 | Single-time Assistance
Technologies: PHP, HTML5, CSS3, Bootstrap 4, JavaScript, MySQL,
Owl Carousel
Built a fully responsive property listing web application with dynamic forms, image uploads,
admin panel for property management, and dynamic page generation system.
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Review Papers
IoT-Enabled Wildlife Conservation: Monitoring Olive Ridley Sea Turtles
Ramnarain Ruia Autonomous College | Mini Project | March 2024
Investigated application of IoT sensors for real-time monitoring of endangered Olive Ridley turtles.
Designed multi-stakeholder framework for IoT implementation in marine conservation.
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Blockchain in Education
Ramnarain Ruia Autonomous College | Mini Project | March 2024
Conducted systematic literature review of blockchain applications in educational institutions using
Kitchenham guidelines.
Evaluated implementation challenges and privacy concerns.
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Speech Emotion Analyzer
Ramnarain Ruia Autonomous College | Mini Project | March 2024
Reviewed techniques for extracting emotional content from spoken language.
Analyzed feature extraction methodologies and machine learning algorithms for emotion
classification.
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Patterns of Positive and Negative Family Relationships of Adults with Mental
Illness
Ramnarain Ruia Autonomous College | Mini Project | March 2024
Reviewed research on clustering of family relationships and effects on individual distress.
Identified four distinct clusters of family relationships with varying impacts on distress levels.
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