Harsh Kumar Banka

AI/ML Engineer & Full Stack Developer
Chennai, India
harshbanka321@gmail.com

About Me

Passionate AI/ML Engineer and Full Stack Developer with expertise in building intelligent systems and scalable web applications. Currently pursuing Computer Science Engineering with a focus on cutting-edge technologies.

Education

Bachelor of Technology in Computer Science and Engineering

SRM Institute of Science and Technology

8.8
CGPA
Sep 2022 – May 2026
Chennai, India
CV

Resume

Resume / CV

Download my professional resume

Technical Skills

A comprehensive overview of my technical expertise spanning multiple domains including AI/ML, software development, and various programming languages.

Languages

PythonJavaScriptTypeScriptJavaC/C++HTML/CSSMATLAB

AI/ML & Data Science

TensorFlowMLFlowZenMLNumpyPandasData AnalysisModel DevelopmentMLOPs

Software Development

NodeJsExpressReactNextJsSpringBootFastAPIFlaskDjangoMongoDBSQLRedisDockerAWSAzure
7+
Programming Languages
8+
AI/ML Technologies
14+
Development Tools

Experience

My professional journey through various roles in AI/ML, software development, and technical leadership positions.

AI/ML Engineer

Fulltime - Intern

EmendoAI

Oct. 2024 – Present
California, USA

Developed a multifunctional AI agent using chain-of-thought methodology, enabling dynamic interaction across cloud services for comprehensive querying, decision-making, and automated task execution.

Optimized serverless architecture using AWS Lambda, RDS Aurora, and Langsmith, reducing system latency by 80% and implementing an automated GitHub Actions evaluation engine for continuous performance tracking.

AI/ML Intern

Internship

TrainingMug

Jul. 2024 – Oct. 2024
Hyderabad, India

Deployed face, voice recognition, and plagiarism check models for AI-based interviews.

Built pipelines for generating analysis reports and deployed systems on Azure.

Research Intern

Research

National Institute of Technology Trichy

May. 2024 – Jul. 2024
Tiruchirappalli, India

Developed HRNet model for pose estimation to monitor infant motor skill development using the FiDIP methodology.

Created workflow to estimate movement of children using predicted key-points of individual frames.

Technical Lead

Leadership

Alexa Developers SRM

Nov. 2022 – Present
Chennai, India

Developed event management service with Express and trigger.dev, automating registration and communication.

Built club website using Next.js and Sanity, creating interactive user experience with modern animations.

Contributed to AlexaTree open-source project through API documentation and team technical mentorship.

Vice-President

Leadership

Data Science Community SRM

Nov 2022 – Present
Chennai, India

Implemented ML models using random forest algorithm resulting in a 40% increase in performance compared to previous LSTM-based approach for AI Chrome extension for validation of links.

Featured Projects

A showcase of my technical projects spanning AI/ML, full-stack development, and innovative solutions that demonstrate my expertise and passion for technology.

News Insights: Geo-Temporal Keyword Analysis

Engineered ML-driven news analysis pipeline using OCR, NLP, and Named Entity Recognition to extract and visualize geo-temporal trends from digital newspapers.

Developed full-stack web application with React and FastAPI to enable interactive geospatial data exploration of automated news insights.

PyTorchNext.jsAppwriteNLPOCRFastAPI

Neural Style Transfer

Created Python library for style transfer on videos by extracting frames from video and applying style transfer using pre-trained models.

Used pre-trained model from TF Hub based on Fast Style Transfer algorithm by Gatys et al. in 2016 for real-time video processing.

PythonTensorFlowComputer VisionDeep Learning

Armando IOT

Developed backend systems for home automation using MongoDB to store user data, appliance details, and user preferences.

Integrated LLM for controlling devices through natural conversation and implemented facial recognition tool to automate devices based on user preferences.

TypeScriptNode.jsExpressMongoDBLLMComputer Vision

Achievements

Recognition and awards that showcase my technical expertise, innovation, and competitive programming capabilities.

1st Place in CodeFest Hackathon

AuthentiCheck Interview System

SRM Technologies
SRMIST
September 2023
1st Place

Developed an innovative authentication system for interviews, showcasing technical excellence and problem-solving skills.

1st Place in DigiZest Hackathon

Armando IOT Project

SRMIST
SRMIST
February 2024
1st Place

Created an advanced IoT automation system with LLM integration and facial recognition capabilities.

Let's Connect

I'm always open to discussing new opportunities, collaborations, or just having a conversation about technology and innovation.

Send a Message

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