Mayank TakAvailable for Work
Building scalable AI systems, RAG pipelines, and modern backend platforms for real-world applications.
About Developer
Final-year B.Tech Information Technology student focused on AI/ML engineering, Retrieval-Augmented Generation (RAG) systems, backend architecture, and full-stack development. Experienced in building production-grade REST APIs, deploying containerized applications with Docker, designing vector-search pipelines using FAISS, and creating scalable cloud-ready systems on Azure and AWS. Passionate about combining machine learning with modern software engineering to build intelligent, performant developer products.
RAG Systems
Expertise in building offline-first vector engines using FAISS, local embeddings, and document scrapers.
Backend APIs
Designing robust, highly responsive Node.js and Flask APIs with secure stateful JWT integrations.
Cloud DevOps
Deploying production-ready microservices using containerized Docker platforms and Azure schedules.
Work History & Internships
Technical Analyst
Axestrack- Developed core Transport Management System (TMS) modules including Sales Orders, Job Orders, Indent, Bidding, and Vehicle Placement systems.
- Optimized PostgreSQL schemas and stored procedures improving logistics dashboard performance and backend response efficiency.
- Worked on cloud deployment infrastructure supporting real-time GPS fleet tracking and operational telemetry.
- Analyzed order-to-delivery workflows and documented scalable backend specifications for engineering teams.
Data Science Intern
Celebal Technologies- Built customer segmentation pipelines using K-Means clustering to improve targeted marketing analytics.
- Developed interactive Streamlit dashboards for real-time visualization and reporting automation.
- Created scalable preprocessing workflows using Pandas and NumPy for feature engineering and outlier handling.
- Worked within Azure environments to streamline ML data ingestion and preprocessing operations.
Machine Learning Intern
Kistechno Software- Built Selenium and BeautifulSoup automation pipelines extracting 10,000+ records daily from dynamic websites.
- Developed automated ETL workflows reducing manual data processing effort and improving ingestion speed.
- Implemented data validation and cleaning systems before SQL database ingestion.
- Created scalable Python scripting utilities for automation and analytics workflows.
Interactive Projects Database
Docify — AI Medical Consultation Platform
A production-grade AI-powered healthcare consultation platform built using Retrieval-Augmented Generation (RAG), vector search, and LLM orchestration for intelligent medical assistance.
- RAG pipeline with semantic vector search using FAISS
- AI-powered medical chatbot with intelligent query routing
OCR-CHAT-PDF
Offline-first RAG application capable of processing scanned PDFs using OCR fallback pipelines and semantic search for secure local document querying.
- Automatic OCR fallback for image-based PDFs
- Private local vector search with zero external API dependency
Urban Commerce E-Commerce Platform
Modern full-stack e-commerce platform with secure authentication, inventory management, responsive UI, and scalable REST API architecture.
- Secure authentication and session handling
- RESTful backend architecture
LLM Calculator & Token Analyzer
Interactive utility for estimating LLM token usage, API pricing, and context-window consumption across modern AI providers.
- Real-time token estimation
- LLM pricing calculations
Skills Workspace Grid
AI / ML Engineering
Building intelligent retrieval systems, vector pipelines, and production AI applications.
Backend Engineering
Designing scalable APIs, authentication systems, and high-performance backend services.
Frontend Development
Building responsive, modern, and interactive web applications.
Cloud & DevOps
Managing deployments, containerized services, and scalable infrastructure.
Interactive Workspace Stack
Click on any tech stack grid block above to expand details, see exact competence levels, and explore the mastery distributions of languages and cloud DevOps metrics.
Github Contributions & Stats
Annual Open-Source Activity
Scraped live contribution heatmapDeployments & Accolades
Built AI-Powered Medical RAG Platform
Engineered an intelligent healthcare consultation system using FAISS vector search, Flask APIs, and LLM-powered semantic retrieval.
Optimized PostgreSQL TMS Workflows
Improved logistics platform query efficiency and backend performance for transport management operations at Axestrack.
Developed OCR-Based Offline RAG System
Created a privacy-focused PDF intelligence platform capable of processing scanned documents entirely offline using OCR and embeddings.
Get in Touch
Reach Out Directly
I am open to discuss junior developer full-time roles, AI/ML backend engineering consultancies, or collaborative open-source tool integrations. Feel free to drops a line!