in CV
Forward Deployed Engineer • GenAI & ML Builder

I build LLM copilots,
RAG pipelines & AI products that ship.

AI/ML Engineer with 8× hackathon wins and strong delivery mindset. I love turning ideas into scalable solutions using GenAI, NLP, embeddings, and clean engineering.

RAG • Vector Search OpenAI APIs • Hugging Face Python • Flask • ML 8× Hackathon Winner
Hackathon Wins
RAG
GenAI Systems
92%
ML Accuracy
AK

Aakansh Kasana

Forward Deployed Engineer
B.Tech AIML (2025)

Focus

GenAI • ML • NLP

Strength

Shipping Products

Best Wins

Amazon • NITR • IITD

Featured Work

Not just projects — product-grade systems built with real engineering.

GenAI • RAG

Constitution QA (RAG)

Retrieval-Augmented Generation system for grounded legal answers using embeddings + vector search.

PythonEmbeddingsFAISSPromptingOpenAI
GitHub
AI App

Comify — AI Comic Generator

AI content pipeline: story → scenes → prompts → output using async task processing.

FlaskMongoDBOpenAICeleryRedis
GitHub
ML

Drug Consumption Prediction

Multi-model ML system with evaluation and performance comparison across classifiers.

Scikit-learnSVMRandom ForestMLP
GitHub
Vision

FaceMap — Face Detection App

Real-time face detection Flask app with dynamic bounding box visualization.

OpenCVFlaskNumPyCV
GitHub

Wins & Recognition

Fast execution under pressure. Strong proof of innovation + delivery.

🏆 8× Hackathon Winner

  • Amazon Sambhav National Hackathon — 2nd Position
  • CodeUtsava (NIT Raipur) — 1st Position
  • HansInnoverse (IIT Delhi) — 1st Position
  • + Enigma (1st), JIIT (2nd), KMV (2nd) and more

🥇 Case Study Winner

  • Cybersecurity Case Study (LSR - DU) — 1st
  • AI Sustainability Case Study (Gargi - DU) — 1st

⚡ What I’m Known For

  • Building copilots and LLM workflows
  • Strong ML fundamentals + delivery mindset
  • Full-stack engineering + scalable backend

Skills & Tools

A focused stack for building production-grade AI systems.

GenAI / LLM

RAG Embeddings Vector Search Prompt Engineering OpenAI APIs Hallucination Reduction

ML / Deep Learning

Scikit-learn TensorFlow Classification NLP Model Evaluation Hyperparameter Tuning

Engineering

Python Flask Django MongoDB MySQL Git Redis Celery

My Journey

A quick timeline of how I’ve grown as an engineer and builder.

2024

RAG + GenAI Systems

Built retrieval-based AI systems, embeddings workflows, and prompt-driven pipelines.

2025

B.Tech AIML Completed

Built strong fundamentals in ML, deep learning, NLP, and software engineering.

2025

Forward Deployed Engineer

Delivering real-world AI & software solutions by bridging business needs with technical implementation.

Now

Software Developer

Building and deploying end to end working sites keeping the SEO, performance in mind.

Let’s Work Together

If you’re building an AI product, I’d love to contribute.