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Ganga K.

Ganga K.

AI & Machine Learning Engineer · Mid-Level

India · Rate on request

Professional Overview

AI Engineer with 3.9 years of experience building enterprise-grade AI, Generative AI, and data-driven intelligent systems. Skilled in translating complex business requirements into scalable AI solutions across RAG, LLMs, Agentic AI, NLP, multimodal systems, document intelligence, and MLOps. Experienced with Python, FastAPI, LangChain, LlamaIndex,

Experience

Company
CCS Technologies IT Pvt Ltd
Dec 2025 – Present
Role title
Software Engineer in Data&AI

AI Expertise

AI & Machine Learning Engineers AI Implementation & Consulting

Skills

Python AI Agents RAG Azure OpenAI API LLM Fine-Tuning Reinforcement Learning Prompt Engineering

Employment Type

Full-time

Description of Responsibilities

  • Developed an on-premises AI-powered invoice extraction solution
  • Integrate it with SAP Workflows for PO matching
  • Built and deployed Teams-based conversational AI agents on Azure platforms
  • Designed retrieval-grounded, tool-integrated agent workflows
  • Integrate agent workflows across multiple data sources

Key Achievements / KPIs

  • Tool orchestration configuration, support diverse enterprise chatbot scenarios
  • Designed and proposed AI-driven solution for diverse client requirements
  • Developed an on-premises AI-powered invoice extraction solution
Company
Nuve.AI Software Labs Pvt Ltd
Jan 2024 – Nov 2025
Role title
AI Engineer

AI Expertise

AI & Machine Learning Engineers Automation & AI Workflows

Skills

Python RAG SQL Hugging Face LangChain LlamaIndex AWS Vector Databases

Employment Type

Full-time

Description of Responsibilities

  • Developed AI-powered document intelligence solutions
  • Automated large-scale data collection and synthetic data generation workflows
  • Collaborate with domain experts to validate RAG-based conversational AI system
  • fine-tuned Llama3 and Phi-3 using LoRA and PEFT for improved domain adaptation

Key Achievements / KPIs

  • Engineered an automated Question-Answer dataset generation pipeline
  • Developed scalable ETL and data management pipelinesusing HDGAT
  • Automated document classification, extraction, and summarization
Company
Innovation Incubator Advisory Pvt Ltd
Jul 2022 – May 2023
Role title
AI Engineer

AI Expertise

MLOps & AI Infrastructure AI & Machine Learning Engineers

Skills

Python Scikit-Learn PyTorch Pandas NumPy MLflow Statistics FastAPI

Employment Type

Full-time

Description of Responsibilities

  • Built and maintained MLOps pipelines to deploy client-side AI requirements.
  • Used MLflow for experiment tracking and deployment automation.
  • Performed dataanalysis,data cleaning,and visualization to support model developm

Key Achievements / KPIs

  • Built and maintained MLOps pipelines to deploy client-side AI requirements.
  • Integrated internal AI workflows with CI/CD pipelines

Education

School
University of Kerala
Nov 2020 – Nov 2022
Degree / Program
Master of Computer Application

Field of Study: Computer Application

School
University of Kerala
Oct 2015 – Oct 2017
Degree / Program
Master of Science

Field of Study: Physics

School
University of Kerala
Jul 2012 – Mar 2015
Degree / Program
Bachelor of Science

Field of Study: Physics

Areas of Expertise

AI & Machine Learning Engineers

Design, train, and ship production ML models — from data pipelines to model inference at scale. Covers supervised learning, neural networks, LLM integration, and model optimisation.

Automation & AI Workflows

Build intelligent automation pipelines, integrate AI APIs into existing tools, and replace manual workflows with agentic AI systems.

AI Product & Strategy

Translate AI capabilities into product roadmaps, define success metrics, and drive adoption across engineering and business teams.

Open to

Full-time

Skills

Python ai agents Azure llm fine-tuning LlamaIndex SQL LangChain MLflow RAG

Experience Level

Mid-Level

Current location

India

Time Zone

Kolkata UTC+5.5

Primary Work Language

English

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