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Syed Anees Ashraf.
I
A passionate CS student turning ideas into polished digital experiences. Always building, always learning.
10+
Projects
15+
Technologies
200+
Commits
01
who am i
Crafting
meaningful
experiences.
A Computer Science student based in Coimbatore, India passionate about building intuitive and performant applications. I enjoy creating products that balance clean engineering with thoughtful user experience.
When not coding, I'm exploring emerging technologies, experimenting with design systems, or diving deep into frontend UI patterns and interactions.
Currently seeking my first developer role — an opportunity to learn fast, contribute meaningfully, and grow as an engineer.
Download Resume
Open to work
developer dna
01
Just build it.
I'd rather have something broken and real than perfect and imaginary. Shipping is
how I actually learn.
02
Write code I can read tomorrow.
If I can't understand it a week later, it wasn't clean enough. Clarity over
cleverness, always.
03
Break things on purpose.
The best way I've found to understand something is to mess with it until it stops
working — then figure out why.
04
Ask more questions.
I'm still figuring a lot of things out. Googling and reading docs aren't signs of
weakness — they're part of the process.
Currently Building
Local Multiplayer Combat Game
UnityC#Game Dev
02 — what i know
Skills & Technologies
Hover an icon
Python
A living map of the stack behind the projects in this portfolio.
01
Core Stack
Production-ready tools I reach for first — used in shipped, real-world projects.
02
Confident & Familiar
Tools I use fluently across team settings, pipelines, and delivery workflows.
03
Actively Growing
Frontier areas I'm pushing deeper into — research, systems, and AI at scale.
03 — what i've built
Selected Work
RAG Pipeline · 6 Agents
Query Decompose
→
Retrieve
→
Rerank ⚡
91+ VCs matched
87% top-3 acc.
FindIn'.ai
Architected a 6-agent RAG pipeline — query decomposition → retrieval → reranking → summarization → VC matching → translation — over 3,292+ documents. Investor-matching engine ranked 91+ VCs via Cohere embeddings, achieving 87% top-3 accuracy on a held-out eval set.
6Agent pipeline
87%Top-3 accuracy
<2sE2E latency
CoherePineconeGroqFastAPIReact
REQ-042
Authentication
+ OAuth2 SSO support added
~ Session timeout: 30m → 15m
− Basic auth removed
2 editors live
🔒 Optimistic lock
SpecSync
MERN requirements management platform with RBAC (Admin / Editor / Viewer), Git-style versioned diffs, and WebSocket real-time collaboration. REST API uses optimistic locking to handle concurrent writes with signed-URL file uploads.
RBAC3 permission tiers
WSReal-time collab
GitVersioned diffs
MongoDBExpressReactNode.jsJWT
Training · Epoch 47/100
BLEU-40.31
ROUGE-L0.43
KL β0.82
KL annealing
T-CVAE + Mask R-CNN regions
Backstory Gen · T-CVAE
Designed a Transformer-based Conditional VAE conditioned on Mask R-CNN region features to generate pre-event narratives. Applied KL annealing to prevent posterior collapse — BLEU-4: 0.31 / ROUGE-L: 0.43 on the VisualStoryTelling benchmark.
0.31BLEU-4
0.43ROUGE-L
KLAnnealing applied
PyTorchMask R-CNNHuggingFace
Aisle 3 · ±0.8m accuracy
"blue running shoes"
Nike Air Zoom · 94%
Adidas Ultraboost · 88%
Collab filter
precision@5: 74%
Smart Shopping Assistant
BLE trilateration + Kalman-filtered indoor positioning achieving sub-1m accuracy. Integrated CLIP-based visual product search and a collaborative filtering recommender (precision@5: 74%) with real-time Firebase sync.
<1mIndoor accuracy
74%precision@5
CLIPVisual search
React NativeFirebaseBLECLIP
04 — let's connect
Get In Touch
I'm actively looking for my first developer role! Whether you have an opportunity, a project idea, or just want to say hi — my inbox is always open.
syedaneesashraf246@gmail.com