Machine Learning & AI Engineer FastAPI Microservices LLM Orchestration Certified Prompt Engineer

Mallarapu Yaswanth

Machine Learning & AI Engineer specializing in FastAPI microservices, LLM orchestration (LangChain, LlamaIndex), agentic workflows, feature engineering, and containerized API architectures. Experienced in building deterministic AI advisory algorithms, RESTful web services, and full-stack enterprise platforms. A resourceful problem solver with a proven ability to analyze complex challenges and implement efficient, data-driven solutions.

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Mallarapu Yaswanth profile portrait

1. Professional Experience

Positions Ledger

Machine Learning Engineer (Internship)

March 2026 – Present
Mealgrid – Norway (Remote)
  • Architected and implemented a modular Machine Learning Advisory Intelligence microservice using Python, FastAPI, and Pandas.
  • Built feature engineering and time-series pipelines to process historical pricing, promotion, volatility, and availability signals across 4 distinct data streams.
  • Developed deterministic AI advisory algorithms producing trend detection, stability scores, confidence metrics, and buy-timing recommendations.
  • Integrated Explainable AI (XAI) outputs ensuring recommendation transparency and user trust.
  • Delivered Docker-containerized production REST APIs seamlessly integrated with Django backends, reducing inference latency by 35%.
  • Established automated CI/CD workflows to containerize deployment images, accelerating testing iteration speed by 2.5X.

AI Full Stack Engineer / Software Engineer (Internship)

March 2024 – March 2026
SITER Academy – Norway (Remote / Freelance)
  • Engineered and maintained the EJITE (ejite.no) journal management platform using ASP.NET Core Web APIs, Minimal APIs, PHP, and MongoDB Atlas, improving query response speeds by 25%.
  • Implemented automated Swashbuckle / OpenAPI documentation for rapid, predictable backend and client integration.
  • Designed interactive, responsive user interfaces using modern JavaScript, Tailwind CSS, AOS, jQuery, SweetAlert2, and Swiper.
  • Maintained multi-server administration, Apache HTTP Server deployments, email administration, and database security protocols for 50,000+ records.
  • Managed production uptime, service updates, and deployments across core institutional domains:
    • SITER Academy, Norway (www.siteracademy.no)
    • EJITE Academic Journal (www.ejite.no)
    • ICETBDT Conference (www.icetbdt.no)
    • ICAAIDT Conference (www.icaaidt.no)
    • SITER Academy, India (www.siteracademy.org)

Full Stack Developer

March 2025 – August 2025
SITER Academy – Norway (Freelancer)
  • Engineered IEEE-style academic publishing system for EJITE from foundational architectural layout to production launch.
  • Developed ASP.NET Core Controller-based Web APIs and Minimal APIs documented through automated Swashbuckle Swagger.
  • Architected responsive frontend interfaces in modern JavaScript and handled MongoDB backend integrations.

2. Projects & Portfolio

Featured Work

Bachelors Finance Manager

Engineered a Greedy Debt Settlement Algorithm in Vanilla JavaScript, optimizing peer-to-peer liabilities from O(N²) to an O(N) minimum-cash-flow sequence with cent-accurate precision. Built a zero-telemetry client-side financial tool utilizing CSS Paged Media (@media print) for browser-based A4 PDF exports and LocalStorage for user persistence.

Live Demo ↗ GitHub Repo ↗

AI Model for Indian Dance Classification

Production computer vision model classifying 8 classical Indian dance forms from single images using Microsoft Azure Custom Vision. Deployed as a real-time web application handling predictions via integrated RESTful API endpoints.

GitHub Repo ↗

EJITE - Journal Management System

Comprehensive IEEE-style academic publishing platform featuring manuscript submissions, peer-review workflow management, and MongoDB backend handling 50,000+ academic records.

Live System ↗

Language Learning Application (English to Norwegian)

Interactive translator and language practice application built with speech recognition, text-to-speech engines, and structured voice conversation modules for mastering Norwegian.

Live App ↗

Web-based WebRTC Communication Service

Real-time browser voice call application leveraging WebRTC protocols for peer-to-peer audio connectivity. Integrated Metered API routing on Render infrastructure to overcome cross-ISP network barriers.

Live Web ↗

Python Terminal-Based Educational Games

Suite of CLI applications designed to train students on terminal command primitives (CRUD, memory management, buffer loads, and operational shortcuts).

Repo Docs ↗

3. Technical Skills

Competencies

Machine Learning & AI

Feature Engineering Predictive Analytics Time-Series Analysis Explainable AI (XAI) Computer Vision Scikit-learn PyTorch TensorFlow Keras XGBoost NumPy Pandas

Generative AI & LLMOps

Agentic Workflows Chain-of-Thought ReAct Pattern Prompt Looping LangChain LlamaIndex OpenAI API Anthropic (Claude) Gemini Grok GitHub Copilot

Backend & Web Frameworks

Python FastAPI Django C# (ASP.NET Core) JavaScript (ES6+) TypeScript PHP Java ReactJS Streamlit Node.js

Cloud, DevOps & MLOps

Microsoft Azure (AI Services & Azure ML) Docker & Compose CI/CD Pipelines Streamlit Cloud Render Apache HTTP Server

Databases & Data Architecture

SQL Server SQL MongoDB Atlas Vector DBs (Pinecone, Milvus, Chroma) IndexedDB Tailwind CSS REST / OpenAPI (Swagger) Git & GitHub

4. Honors & Awards

6 Recognitions
Certificate of Appreciation — SITER Academy, Norge Awarded for successfully organizing the 1st ICETBDT Conference at Goa, India (24th July 2026).
Best Paper Award — ICETETAMS 2026 Recognized with Best Paper Award at ICETETAMS 2026 International Conference (10th April 2026).
Certificate of Appreciation — UTAS-Shinas Awarded by University of Technology and Applied Sciences-Shinas for delivering a Tech Talk on Digital CV (16 & 17 December 2025).
Certificate of Participation — 53rd WWRF Participated in 53 Wireless World Research Forum (WWRF'2025) held at BITS Pilani - Hyderabad Campus (20th February 2025).
5-Day AI Agents Intensive Course Badge — Kaggle Earned Badge Certificate for completing the 5-Day AI Agents Intensive Course with Google on Kaggle (18th December 2025).
Certificate of Participation — CBIT Hyderabad Short-Term Training Program (Value Added Course) on "Upgrading Skills in Java Programming" organized by CBIT Autonomous (March–April 2025).

5. Education Ledger

Verified
Institute Qualification / Field Year Grade / Score
Vaagdevi College of Engineering B.Tech in Computer Science & Engineering (AI & ML) 2023 – 2027 8.05 CGPA
MJPTBCWRJC Station Ghanpur (Boys) Intermediate (10+2) MPC 2023 892 / 1000
MJPTBCWR School Kukatpally (Boys) SSC (10th Class) 2021 10.0 CGPA
CSCE Computer Education PGDCA (Post Graduate Diploma in Computer Applications) 2021 818 / 900

6. Certifications & Accreditations

Verified Credentials
SITER Certified Microsoft Azure Cloud Developer SITER Academy • Issued: December 2025
SITER Certified Generative AI Engineer SITER Academy • Issued: March 2025
AWS Academy Graduate — Cloud Foundations Amazon Web Services Training & Certification • Issued: Jan 31, 2025
Certified Prompt Engineer Advanced LLM Architectures & Multi-Turn Looping
Software Engineer Certification HackerRank • Issued: Nov 21, 2024
Python (Basics) HackerRank • Issued: Feb 27, 2024
Celonis Foundations Celonis Process Mining • Issued: Oct 4, 2024
Getting Started with Artificial Intelligence IBM SkillsBuild • Issued: Sep 28, 2024
Getting Started with Enterprise Data Science IBM • Issued: Feb 28, 2024

7. Contact & Professional Directory

Available for machine learning engineering, microservice integration, and international engineering initiatives. Open to worldwide remote work and on-site positions across India.

Direct Telephone +91 8639975852
Primary Email mallarapuyaswanth05@gmail.com
Locations

Khammam & Hyderabad, Telangana, India

Languages

English, Telugu (Fluent R/W/S)

8. Curriculum Vitae

Official Document

Mallarapu Yaswanth — Full Engineering Ledger

Download the comprehensive curriculum vitae covering production engineering at Mealgrid, full-stack architectures at SITER Academy, verified academic degrees, AI research publications, and accreditations.

Format: PDF Verified ATS-Compliant Updated: September 2026
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