Nikhil Shingadiya

I have 3+ years experience in the data science field. Accomplished machine learnning engineer with a passion for delivering valuable data through analytical functions and data retrieval methods. committed to helping companies advance by helping them to develop strategic plans based on predictive modeling and findings.Seeking challenging opportunities to apply analytical-machine learning skills in a collaborative environment.

• Ahemedabad 382481,Gujarat, India
• (+91) 6354071470
• shinagadiyanikhil1634@gmail.com

Unlimited WP

AI/ML Pioneer Engineer

2023 - Present

Ahmedabad, Gujarat, India

• WEAM AI : AI Powered Business Platform AI Backend Development

• Designed and deployed a scalable platform enabling companies to register, invite employees, and interact with company documents using AI tools.
• Utilized FastAPI, Celery, and Redis to implement a layered architecture ensuring maintainability and scalability.
• Developed a custom Retrieval-Augmented Generation (RAG) pipeline to enhance Q&A accuracy and relevance by efficiently integrating company documents.
• Integrated Pinecone and Qdrant for high-performance storage and retrieval of embedding vectors to optimize AI model performance.
• Leveraged cutting-edge Generative AI and LLM models (OpenAI, HuggingFace, Anthropic, Gemini) for advanced conversational capabilities and intelligent document analysis.
• Utilized Ray framework to maximize GPU efficiency for training and inference with custom LLMs.
• Designed and implemented a comprehensive CI/CD pipeline to automate testing, deployment, and monitoring.
• Built custom metrics for scaling Celery workers using AWS CloudWatch, ensuring efficient resource utilization.
• Developed a custom module for LangChain bug fixes, improving reliability and user experience.
• Interactive Chat Canvas: Designed and implemented a ChatGPT-like canvas feature enabling users to collaborate seamlessly with AI on dynamic and interactive tasks.



• GARUDA AI: Driven Blog Writing Engine

• SEO-Driven Content Generation: Designed and developed an AI-powered blog writing engine to create high-ranking, SEO-friendly content for websites.
• Keyword Analysis with Google Keyword Planner: Integrated Google Keyword Planner to perform in-depth analysis of keyword search volumes, identifying high-impact keywords for blog optimization.
• Data Scraping with Ahrefs: Utilized Ahrefs to scrape comprehensive and relevant data from selected websites, ensuring blogs are well-informed and competitive.
• Optimized Blog Titles Generation: Engineered a system to generate 5 optimized blog titles per topic with keyword tags, enhancing SEO and increasing visibility on search engines.
• Generative AI for Blog Writing: Leveraged advanced Generative AI and LLM models to produce high-quality, engaging, and SEO-optimized content based on the generated titles.
• Enhanced Search Engine Visibility: Focused on achieving higher search engine rankings and organic traffic growth by aligning content with SEO best practices.

F(x) Data Labs PVT LTD

ML Engineer

2022 - 2023

Ahmedabad, Gujarat, India

• Seasoned Data Science Software Engineer with a strong foundation in mathematics for precise data analysis.
• Proficient in end-to-end data science, from translating complex business requirements to web scraping for extensive datasets.
• Experienced in data cleaning, advanced statistical techniques, and machine learning, including CNNs.
• Familiar with MLflow, DVC, Docker for efficient deployment, and cloud platforms like Azure and AWS.
• Proven track record, including 70% MCP forecasting accuracy, video editing API development, NLP Discord chatbot, and large-scale web scraping.

Lookman Electroplast Ltd(Secura)

Deep learning Intern

Aug 2022 – Nov 2022

Ahmedabad, Gujarat

• Successfully tackled pedestrian re-identification (Re-ID) using YOLO-v3/Tiny algorithms for precise object detection.
• Implemented a robust multiple object tracking system with the Kalman filter+Deep Sort algorithm, achieving an impressive 80% accuracy (±0.04).
• Optimized processing efficiency with a frame processing time of 170-220 ms per frame on an NVIDIA Jetson platform.

Bachelor of Engineering in Computer Engineering

2018 - 2022

L.D.COLLEGE OF ENGINEERING, Ahemadabad,India

L. D. College of Engineering endearingly known as L.D.C.E is Ahmedabad's premier engineering college situated at the city's heart and surrounded by elite organization like PRL, ATIRA, ISRO, IIM and CEPT. Starting in 1948 to impart quality higher education in various fields of engineering, it has seen unprecedented growth.

Higher Secondary Certificate(12th) In Science

2016 - 2018

CREATIVE SCIENCE, Rajkot, India

CREATIVE SCIENCE SCHOOL was established in 2007 and it is managed by the Pvt. Unaided. It is located in Urban area. It is located in RAJKOT CORPORATION block of RAJKOT district of Gujrat. The school consists of Grades from 11 to 12.