AI Engineer & ML Specialist

Transforming complex data into intelligent solutions. Specializing in machine learning, deep learning, and AI system architecture.

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Professional Experience

Multimodal LLM Developer (Freelance)

Upwork•
2024

Developed a sophisticated multimodal LLM system capable of processing text, image, and audio inputs. Integrated CLIP for image embeddings, Whisper for audio processing, and fine-tuned Phi model using QLoRA.

  • Built end-to-end multimodal pipeline combining CLIP, Whisper, and LLM
  • Implemented efficient image embedding preprocessing system
  • Developed custom projection layers for CLIP and Whisper outputs
  • Created ChatGPT-like interface supporting multiple input modalities

Research Collaborator

Omdena•
2023 - 2024

Developed collaborative open-source solutions for German grocery e-commerce. Implemented Word2Vec model with 40% improvement over Bag of Words. Enhanced recommendation search results by 30%.

  • Built AI solutions for real-world problems
  • Improved search accuracy by 40% using Word2Vec
  • Optimized recommendation system performance

Data Scientist Intern

National Informatics Centre•
2022 - 2023

Developed exam monitoring system with multiple face detection. Reduced false positives by 20% and enhanced system reliability.

  • Implemented accurate face detection system
  • Reduced false positives by 20%
  • Improved overall system reliability

Current MLOps Projects

MLOps Pipeline Orchestrator

End-to-end MLOps pipeline implementation focusing on automated training, validation, and deployment using industry-standard tools.

DockerKubernetesMLflowDVCFastAPI

Model Training & Deployment Platform

Comprehensive platform for training and deploying ML models with monitoring and scaling capabilities.

PyTorch LightningHydraDockerFastAPI

Experiment Tracking System

Advanced experiment tracking and hyperparameter optimization system with visualization capabilities.

MLflowOptunaTensorboardPostgreSQL

Featured Projects

AI & Deep Learning

YOLO-V9 Object Detection

YOLO-V9 Object Detection

Developed a Gradio app for deploying YOLOv9 model, enabling easy testing and prediction of manhole locations in images.

YOLOv9GradioPyTorch+1 more
Custom GPT-2 Chatbot

Custom GPT-2 Chatbot

Built and deployed a custom GPT-2 chatbot from scratch using PyTorch with Gradio interface for interactive conversations.

PyTorchGPT-2Gradio+1 more
Byte Pair Encoding for Hindi

Byte Pair Encoding for Hindi

Implemented BPE tokenization for Hindi text processing, providing efficient text encoding for NLP tasks.

NLPBPEPython+1 more

Education

Master of Science in Computer Science

Woolf University
England
2023 - 2025

Specializing in machine learning, artificial intelligence, and computer vision with a focus on practical applications.

Key Achievements

  • First Class Distinction
  • Research focus on deep learning architectures
  • Advanced ML/AI coursework

Bachelor of Technology in Civil Engineering

Odisha University of Technology and Research (OUTER)
Bhubaneswar, India
2017 - 2021

Conducted research on "Concrete Strength Prediction Using Machine Learning", developing predictive models and analyzing construction data.

Key Achievements

  • First Class Distinction
  • Final Year Project: Concrete Strength Prediction Using Machine Learning
  • Developed expertise in data analysis and statistical modeling
  • Focus on machine learning and deep learning applications in civil engineering

Resume & Skills

Download my resume or explore my technical expertise across various domains

My Resume

Complete overview of my experience and skills

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AI & ML

AIM
Computer Vision
Deep Learning
Generative AI
Hugging Face
LangChain
LLMs
Machine Learning
Object Detection

MLOps & Tools

AWS Lambda
Continuous ML
Docker
DVC
FastAPI
Gradio
Hydra
Kubernetes
MLflow
MLOps
TorchServe

Programming & Frameworks

Python
PyTorch
PyTorch Lightning
SQL

Data Science

Data Science
NumPy
Pandas
SciPy
scikit-learn

Certifications & Achievements

Deep Learning Nanodegree

Deep Learning Nanodegree

Udacity

December 2019
Neural NetworksDeep LearningCNNRNN
View Certificate
Machine Learning Nanodegree

Machine Learning Nanodegree

Udacity

November 2020
Machine LearningData AnalysisModel Deployment
View Certificate
Applied AI Course

Applied AI Course

Applied AI Course

October 2022
AI ApplicationsMachine LearningDeep Learning
View Certificate

Let's Connect

I'm always open to discussing new projects, opportunities, and collaborations.