Hey, I'm

MANOJITH THIYAGESWARAKUMAR

AI/ML Engineer  ·  Ex-Sr. Software Engineer @ EFutures

"I live in imagination, and bring it to existence." by Manojith

I build smart AI agents and rock-solid backend systems that scale.

Team wins: SLASSCOM Ingenuity Gold 2025 · NBQSA Silver 2025
Manojith Thiyageswarakumar AI Core
Issue #01

Skills

AI & ML Engineering
OpenAI GPT-4/5 Llama 3 Qwen 7B LangChain LangGraph CrewAI TensorFlow Scikit-learn Keras
Backend Engineering
Python FastAPI Django Java Laravel REST APIs WebSockets
Cloud & DevOps
AWS Bedrock AWS SageMaker EC2 Docker Kubernetes GitHub Actions SonarQube
Database Systems
PostgreSQL PG Vector MongoDB MySQL Redis Pinecone Chroma DB Firebase
Frontend & Interface
React.js Streamlit HTML5 CSS3 JavaScript ES6+
Issue #02

Experience

NOV 2024 — PRESENT

Sr. Software Engineer

EFutures  Current
Resume Screening & Shortlisting (In-House)
  • · Implemented Parallelization design pattern for LLM model to rank candidates by job relevance.
  • · Built RAG-based workflow storing unstructured PDF/DOCX resume data in vector store for similarity search.
  • · Integrated OCR fallback layers with Tesseract and optimized tasks with Python asyncio.
  • · Built secure Google OAuth2 auth with G-Drive upload and organization domain-restricted access.
  • · Implemented a salary estimator by analysing candidate skills relative to JD.
  • · Python · FastAPI · PostgreSQL · PG Vector · Qwen 7B · LangChain · Google OAuth2 · AWS Bedrock · EC2
USA-Based Logistics Client
  • · Designed container space optimization algorithm using Bin Packing / Knapsack approach.
  • · Integrated 3D visualization module for optimized layouts, improving load efficiency.
  • · Python · FastAPI · Matplotlib · React.js · Docker · AWS EC2
UK-Based Parcel Delivery Client
  • · Built conversational AI Agent with MongoDB integration, reducing LLM API costs by 40%.
  • · Enhanced performance through RAG and semantic caching, reducing query latency.
  • · Python · FastAPI · MongoDB · Pinecone · Sonnet 3.7 · Llama 3.2B · LangChain · React.js · AWS Bedrock
Sweden-Based Therapist Client (Prototype)
  • · Developed real-time group chat therapy prototype with LLM integration for couples.
  • · Implemented customizable session prompt feature for therapist control.
  • · Python · FastAPI · MongoDB · GPT-4 · LangChain · Streamlit · Docker · AWS EC2
SEP 2023 — SEP 2024

Software Engineer

Innodata  Completed
Intelligent Automated Publishing Platform (Product)
  • · Built NLP text summarization for German XML datasets (10K–30K words).
  • · Reduced frontend bug density by 32%.
  • · Optimized the Intelligent Automated Publishing Platform performance end-to-end.
  • · Python · FastAPI · PHP · Laravel · JavaScript · React.js · MySQL · GPT-3 · SonarQube
JUN 2022 — SEP 2023

Associate Software Engineer

Virtusa  Completed
USA-Based Warehouse Client
  • · Implemented automated email flagging system for warehouse logistics.
  • · Optimized case management workflows for the client.
  • · SalesForce · Apex · Sales Cloud · CPQ · Python · JavaScript · SOQL · Lightning Web Component
Issue #03

Projects

ORMS: Resource Tracking

Web-based resource tracking platform with recommendation algorithms to optimize allocation efficiency.

PythonDjangoPostgreSQLJavaScript AWS ElasticBeanstalkAWS CodePipelineHTMLCSSJQuery

Power Fuel System

Multi-platform fuel management system (Web & Mobile) with QR verification and real-time quota synchronization.

PythonDjangoHTMLCSSBootstrap DartFlutterMongoDBFirebaseAWS ElasticBeanstalk

Medi-App

Android mobile-based medical e-commerce management system with admin panel, real-time data sync and analytics.

JavaAndroid StudioFirebaseFirestore XMLReact.jsAWS AmplifyFirebase Analytics
Issue #04

Trophy Case

2025 Oracle Cloud Infrastructure

OCI Gen AI Professional

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2025 Oracle Cloud Infrastructure

OCI AI Foundations Associate

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2022 Programming Certification

Advanced Python

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2022 Architecture Certification

Software Architecture

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2025 National ICT Awards (NBQSA)

Silver Winner

Recognized for excellence in Industrial Transport solutions. Competed against top national engineering teams.

National LevelInnovation
2025 ADAPTIQ Hackathon — IEEE IIT

Technical Judge

Invited as technical evaluator for the ADAPTIQ Innovation Competition (IEEE Student Branch at IIT). Assessed algorithmic efficiency, creative problem solving, and system adaptability.

IEEESystem Evaluator
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Issue #05

Education

In Progress

MSc in Artificial Intelligence

SriLanka Institute of Information Technology

2025 → 2027

Completed

BSc (Hons) Computer Science & Software Engineering

Kingston University London  ·  GPA: 3.5 / 4.0

Completed: 2023

Issue #06

What People Say

Let's Team Up!

Available 6AM – 11PM IST  ·  Colombo, Sri Lanka