Krish Goenka: AI/ML Innovator & Generative AI Portfolio

AI/ML Enthusiast & Innovator

My Journey

My evolution in the AI landscape.

My Story

I am Krish Goenka, a Computer Science Engineering student at Techno India University specializing in Artificial Intelligence. My passion lies in transforming complex AI concepts into tangible, real-world applications. I am keenly interested in leveraging AI for startups, driving innovation, and tackling challenging problems by blending creative solutions with precise execution.

Key Milestones

Achieved Finalist in AI Unite Hackathon for developing an innovative AI healthcare solution.
2024
Secured a top ranking in a competitive Machine Learning challenge hosted by ML Kolkata.
2024

My Toolkit

The technologies and skills I leverage to build intelligent solutions.

AI/ML Core & Specializations

Machine Learning

Classical algorithms (SVM, Regression, Clustering, Decision Trees), ensemble methods (Random Forests, Gradient Boosting).

Deep Learning

Architectures (CNNs, RNNs, LSTMs, Transformers), training techniques, optimization.

Computer Vision

Image classification, object detection, segmentation, image generation.

Natural Language Processing

Text analysis, sentiment analysis, NMT, summarization, question answering.

Generative AI & AI Agents

Large Language Models (LLMs)

Prompt engineering, fine-tuning, RAG, LLM Ops, model evaluation.

Generative Models

GANs, VAEs, Diffusion Models for image and data synthesis.

AI Agent Development

Building autonomous agents, multi-agent systems, planning, tool use.

AI Development Tools & Platforms

AI/ML Frameworks

TensorFlow, Keras, Scikit-learn, Hugging Face Transformers.

GenAI Development Tools

LangChain, LlamaIndex, Genkit, Vertex AI, OpenAI API.

I am a firm believer in lifelong learning and continuously strive to expand my expertise in the ever-evolving field of AI.

My Projects

A glimpse into what I've built.

Resume Advisor (ATS System)

AI-powered system for skill-gap identification and candidate-job matching.

PythonNLTKStreamlitGemini API

Shashipath (ISRO Hackathon – Lunar Rover Navigation)

Crater detection and optimal pathfinding using image processing (Ongoing).

PythonOpenCVNumPyMatplotlibA* Algorithm

Brain Tumour Detection using MRI

AI model to detect and classify brain tumors from MRI scans.

PythonTensorFlowKerasOpenCVDICOMFlaskScikit-learnReact

Experience Timeline

My professional journey and contributions.

Core Lead, AIML Facilitator

GDG on Campus @ Techno India

2023 - Present Kolkata, West Bengal

Leading AI/ML initiatives, organizing impactful workshops, and fostering a vibrant community of AI enthusiasts on campus. Facilitated engaging sessions on Generative AI and core Machine Learning fundamentals.

AI/ML Workshop Head

Techno Vivarta (Annual Tech Fest)

2023 - Present Techno India University

Spearheaded the planning and execution of AI/ML workshops for the university's annual tech fest. Responsibilities included curriculum development, speaker coordination, and managing logistics for hands-on learning experiences.