AI/ML Engineer specializing in Agentic Workflows, Scalable RAG Systems, and LLMs.

EXPERIENCE

A connected career path.

AI/ML Engineer

Rappit

Jul 2024 — Present
  • Architected enterprise RAG pipelines using Gemini APIs & LangGraph.
  • Scaled document automation 5x across the platform.
Multi-Agent WorkflowsComplex Reasoning

Software Engineer Intern

Saint-Gobain

May 2023 — Oct 2023
  • Optimized enterprise data workflows by 60% via a QR-based tracking system integrated with PostgreSQL.
  • Built responsive front-end applications using React.
Data WorkflowsReact

Software Head

Corr Robotics

Sept 2022 — May 2024
  • Led SDLC and built control OS using Python and Vue.js.
  • Applied ESRGAN (Computer Vision) to enhance underwater ROV performance in low-light conditions.
Computer VisionRobotics

EDUCATION

Academic foundation.

B.Tech in Computer Science & Engineering

NSS College of Engineering, Palakkad

2020 — 2024

B.Sc in Data Science

B.Sc in Data Science

IIT Madras

2021 — 2024

PROJECTS

Built to solve real problems.

ModRes

AI Career Architect

End-to-end platform for dynamic resume optimization and Agentic mock interviews.

LLMsPythonFlaskSupabaseVue.js
Click to deep dive →

Smart Doc Parser

FinTech

Automated financial data extraction system with Tally integration and batch verification.

FastAPIGemini APISQLite
Click to deep dive →

RESEARCH

Published contributions.

Fusion Learning for Drug Discovery

Journal · 2024

Enhancing Molecular Property Prediction by Fusing Graph and Sequence Encoder Representations

Springer KAIS Journal

Designed a fusion framework combining molecular graphs and SMILES sequences for enhanced drug property prediction.

Optimizing Drug Discovery

Conference · 2024

Optimizing Drug Discovery

IEEE ICIC3S Conference

Proposed hybrid Transformer-GNN architecture for drug property prediction.

ACHIEVEMENTS

Recognition & honors.

2nd Place

Rappit Agentic AI Hackathon 2024

1st Prize

Techfest-2024 — Green Rehab Challenge, IEEE Kerala

3rd Prize

KETCON 2024 — Paper Presentation, CS Track

Best All-Rounder Award

2020-24 Batch, CSE at NSS College of Engineering

SKILLS

Technical Arsenal.

DEEP LEARNING & GENAI

Generative AI (LLMs, RAG, Agents)Computer Vision (GANs, Diffusers/DDPM)Graph Neural Networks (GNN, GCNs)Sequential Models (RNNs to Bidirectional Transformers)Reinforcement Learning (RL)

MACHINE LEARNING & MLOPS

Algorithms (Regression, SVM, Random Forest, Boosting, Bagging)MLOps (Pipeline Automation)Statistical Modeling

FRAMEWORKS & CLOUD

PyTorchTensorFlowKerasGCP (Vertex AI, Cloud Run)DockerGit

LANGUAGES & BACKEND

PythonSQLJavaC++FastAPIFlaskSupabasePostgreSQL

BEYOND THE TERMINAL

More than just code.

The Vocalist

I enjoy singing and exploring music.

The Gamer

Tactical shooter enthusiast (Valorant).

The Creator

Photography hobbyist capturing nature and people.

CONTACT

Let's build something extraordinary.

Have a project in mind or want to discuss AI solutions? I'd love to hear from you.