Hi, I'm Aniket
I build Intelligent Machines
Machine Learning Engineer specializing in scalable ML systems, LLM-powered applications, and transforming raw data into intelligent solutions.
400+
Students Taught
6+
ML Projects
3+
Years Experience
Introduction
About Me.
I'm a Machine Learning Engineer who enjoys turning messy data and half-formed ideas into things that actually work. My journey started with software development and teaching, and eventually led me into Data Science, Machine Learning, and Generative AI. Today, I work with Python, ML models, LLMs, RAG, and AI applications—basically, I spend a good amount of time teaching machines what to do and an even greater amount of time figuring out why they suddenly decided not to.
I like building practical AI solutions rather than chasing buzzwords. I'm especially interested in projects where AI can solve a real problem, simplify something complicated, or save someone a few hours of repetitive work. Outside of coding, I enjoy exploring new technology and experimenting with ideas that occasionally become projects—and occasionally become another folder on my laptop called final_final_v2.
Machine Learning Engineer
Building production-grade ML pipelines and model serving systems.
Front-End Web Developer
Crafting responsive, dynamic user interfaces with Next.js, React, and modern CSS.
Data Scientist
Uncovering insights from complex datasets using statistical methods.
Python Instructor
Teaching Python programming, backend services, and data processing workflows.
My Journey
Work Experience.
Jr. Data Scientist
NextHike IT Solutions
- Developed computer vision models for object detection and image segmentation using PyTorch.
- Assisted in building MLOps workflows using MLflow and Docker for experiment tracking and model versioning.
- Optimized model training workflows and improved overall pipeline efficiency through data preprocessing and hyperparameter tuning.
- Collaborated with product teams to translate business requirements into data-driven ML solutions.
Python Instructor
Vision Computer Academy
- Delivered structured training in Python programming and backend development to 400+ students, covering fundamentals to advanced concepts.
- Delivered practical training in Python and backend development, focusing on real-world applications.
- Built and demonstrated RESTful APIs using Django and FastAPI as part of hands-on learning modules.
- Guided students on industry best practices including Git version control, debugging, and code optimization.
- Provided foundational exposure to CI/CD concepts using GitHub Actions and Jenkins.
Front-End Web Developer
Freelance & Independent Projects
- Engineered high-performance, responsive web interfaces using React, Next.js, and modern CSS/Tailwind.
- Developed reusable UI component libraries and integrated RESTful APIs for seamless data interaction.
- Optimized web performance, client-side rendering, and asset delivery to ensure fast load times and accessibility.
- Collaborated with clients to convert Figma designs and wireframes into clean, production-ready code.
What I Know
Skills & Technologies.
AI / ML
Languages
MLOps & Cloud
Data & Viz
What I've Built
Projects.
Indian Road Accident Severity Prediction & Risk Analytics
Built an end-to-end ML system to predict Indian road accident severity using 20K+ crash records and 49 features. Developed preprocessing, EDA, feature engineering, and XGBoost classification, achieving 95.13% accuracy and 99.44% ROC-AUC. Deployed via Streamlit with real-time prediction, hotspot mapping, data exploration, and insights.
Medical Report OCR using YOLO & Tesseract
End-to-end Medical Report OCR system using YOLO for text detection and Tesseract for text extraction. Automatically converts lab reports into structured CSV/JSON data using Computer Vision & Deep Learning.
NEWS Research Analysis
AI-Powered News Analysis Tool — an interactive news research app using Groq LLM + LangChain + Streamlit. Features smart summaries, validation, query history, exports, and a custom UI.
Job Market Analysis
A comprehensive data analytics platform that analyzes job market trends and provides personalized job recommendations using real-time job posting data.
Twitter Disaster Classification
Machine-learning model to classify tweets as disaster or non-disaster. Preprocessed text, extracted features with TF-IDF/embeddings, trained models including Logistic Regression and BERT.
Get In Touch
Contact.
Whether you have a project in mind, a job opportunity, or just want to talk AI — my inbox is always open.