HarshaSankranth

20. Tech & Art
Python | AI/ML | Deep Learning | Quantum Computing |
Debugging Real world Tasks by Building AI Models.
Learning in public.

[HarshaSankranth @HarshaSankranth]

Happy Quantum Day :)
Check out my article on Quantum Neural network vs Classical.
Link- https://t.co/jfgXwbSLcZ

#quantumcomputing #ai #quantumday #googlequantumai

[HarshaSankranth @HarshaSankranth]

Trained /Tested this Quantum Neural Network just to find out it doesn't show results as fancy as it sounds
BUT It takes time
What i noticed is The Barren Plateau problem I observed is one of the most active research areas in quantum ML today yes it is hard to crack
#quantumMl #ai

[HarshaSankranth @HarshaSankranth]

I built a Quantum Neural Network in 30 minutes as a CS undergrad -here’s what I actually did!?
Quantum lost. But the Reason is pretty impressive!

Read my first ever Article! Published:👇
https://t.co/jfgXwbSLcZ
cant believe i worked on ts, feels amazing.
#quantumcomputing #ai

[HarshaSankranth @HarshaSankranth]

Cookingg smtg with Quantum , been waiting to work on quantumprojects! just a beginner but its interesting.

[HarshaSankranth @HarshaSankranth]

I am Back!
been inactive for few days. But guess what !?my Smart Attendance system with Facial Recognition is
LIVEE!!! its working. It was a tuff journey, lot of errors. But I did It!
Will be talking about the Journey soon!

LINK - https://t.co/SFyTO4x8H3
#AI #buildinpublic

[HarshaSankranth @HarshaSankranth]

Project update:
PHASE 1 — Setup & Git ✅DONE
PHASE 2 — Python Environment ✅DONE
PHASE 3 — Dataset Collection ✅DONE
PHASE 4 — Train the Model✅DONE
PHASE 5— Backend API ⏳
PHASE 6— Frontend UI ⏳
PHASE 7 — Firebase Database ⏳
PHASE 8 — Deployment⏳

[HarshaSankranth @HarshaSankranth]

Project update:
PHASE 1 — Setup & Git ✅DONE
PHASE 2 — Python Environment ✅DONE
PHASE 3 — Dataset Collection ✅DONE
PHASE 4 — Train the Model✅DONE
PHASE 5— Backend API ⏳
PHASE 6— Frontend UI ⏳
PHASE 7 — Firebase Database ⏳
PHASE 8 — Deployment⏳

[HarshaSankranth @HarshaSankranth]

It’s hard committing changes regularly on GitHub. When you haven’t touched your project since a week :/

Still Stuck at training faces.

[Piyush @piyush784066]

Skills That Pay in the AI Era (2026)

AI/ML: Python, PyTorch, Transformers, Fine-tuning, Evaluation
AI Stack: RAG, Vector Databases, Embeddings, Prompt Engineering, Agents
Backend: Node.js, Go, Rust, API Design, System Design
Frontend: React, Next.js (for AI apps & dashboards)
APIs: REST, GraphQL, gRPC
Databases: PostgreSQL, Redis, Vector DBs
DevOps: Docker, Kubernetes, CI/CD, Terraform
Cloud: AWS/GCP/Azure, Serverless, Edge (Cloudflare, Vercel)
MLOps: Model serving, MLflow, Monitoring, Data pipelines
Security: Auth, API Security, Zero Trust
AI Productivity: Copilot, Cursor, Code review with AI
Core CS: Data Structures, Networking, OS, Scalability

[HarshaSankranth @HarshaSankranth]

@Saikiran969 Definitely

[HarshaSankranth @HarshaSankranth]

Model building in process…
DeepFace is really interesting.

-Fact that it trains all my classmates photos as Embeddings to recognise them later while taking attendance.

Some day soon gotta train CNN from scratch. Is it possible?

#ai #genai #Anthropic #GalaxyAI

[HarshaSankranth @HarshaSankranth]

@piyush784066 20💀

[HarshaSankranth @HarshaSankranth]

@aadii_rawt Letss connect ! #BuildingInPublic

[HarshaSankranth @HarshaSankranth]

@Alacritic_Super this is exactly what i need. I am planning to build a autonomous system with clear front/backend. But its my first time working on it

[HarshaSankranth @HarshaSankranth]

@swivellabs do you input in Json format for this?

[HarshaSankranth @HarshaSankranth]

@promptdeploy That's interesting. It actually clarifies my doubts!

[HarshaSankranth @HarshaSankranth]

@DivyanshuBuilds this is very unique

[HarshaSankranth @HarshaSankranth]

@SunwalDeepak01 lets connect. Need to learn alot dsa

[HarshaSankranth @HarshaSankranth]

@deva_1703 @X Hey there lets connect

[HarshaSankranth @HarshaSankranth]

On a task to implement a Pre-Trained Deep Learning Model ( FaceNet ) which uses : CNN,SVM,CoSine distancing,Euclidean Distancing for Extracting Vector Embedding of the Image to be trained for Facial Recognition.
#ai #genai #opencv #facerecognition