Ankan Debnath

Bangalore 0+ yrs exp 51 · Fair

About

No bio added yet

Skills & Expertise (60)

LLMs Advanced

9.0/10

Years Exp

React Advanced

8.5/10

Years Exp

Python Advanced

8.5/10

Years Exp

Prompt Engineering Advanced

8.5/10

Years Exp

AWS Advanced

8.0/10

Years Exp

Hugging Face Advanced

8.0/10

Years Exp

Docker Advanced

8.0/10

Years Exp

Kubernetes Advanced

8.0/10

Years Exp

REST APIs Advanced

8.0/10

Years Exp

Git Advanced

8.0/10

Years Exp

LLM Evaluation Advanced

8.0/10

Years Exp

PyTorch Advanced

8.0/10

Years Exp

scikit-learn Advanced

8.0/10

Years Exp

Embeddings Advanced

8.0/10

Years Exp

Postgresql Advanced

8.0/10

Years Exp

SQL Advanced

8.0/10

Years Exp

Pandas Advanced

8.0/10

Years Exp

Next.js Advanced

8.0/10

Years Exp

Tailwind CSS Intermediate

7.5/10

Years Exp

Unit Testing Intermediate

7.5/10

Years Exp

Node.js Intermediate

7.5/10

Years Exp

FastAPI Intermediate

7.5/10

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Model Evaluation Intermediate

7.5/10

Years Exp

Azure Intermediate

7.5/10

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FAISS Intermediate

7.5/10

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LINUX Intermediate

7.5/10

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Tool Calling Intermediate

7.5/10

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RAG Intermediate

7.5/10

Years Exp

JavaScript Intermediate

7.5/10

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E2E Testing Intermediate

7.0/10

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GitHub Actions Intermediate

7.0/10

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NLTK Intermediate

7.0/10

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MongoDb Intermediate

7.0/10

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Typescript Intermediate

7.0/10

Years Exp

GraphQL Intermediate

7.0/10

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agentic AI Intermediate

7.0/10

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Workflow Orchestration Intermediate

7.0/10

Years Exp

LangChain Intermediate

7.0/10

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Java Intermediate

6.5/10

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LangGraph Intermediate

6.5/10

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Redis Intermediate

6.5/10

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Chroma Intermediate

6.0/10

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Prisma Intermediate

6.0/10

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Uvicorn Intermediate

6.0/10

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Playwright Intermediate

6.0/10

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Vitest Intermediate

6.0/10

Years Exp

Streamlit Intermediate

6.0/10

Years Exp

Datadog Intermediate

6.0/10

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OpenTelemetry Intermediate

6.0/10

Years Exp

Spring Boot Intermediate

6.0/10

Years Exp

LlamaIndex Intermediate

6.0/10

Years Exp

Autogen Intermediate

6.0/10

Years Exp

Pinecone Intermediate

6.0/10

Years Exp

Ollama Intermediate

5.5/10

Years Exp

Weaviate Intermediate

5.5/10

Years Exp

CrewAI Intermediate

5.5/10

Years Exp

BrowserBase Intermediate

5.0/10

Years Exp

TF-IDF Intermediate

5.0/10

Years Exp

Logistic Regression Intermediate

5.0/10

Years Exp

Go Intermediate

5.0/10

Years Exp

Work Experience

Software Engineer Intern

WildAce Pvt. Ltd.

Jul 2026 - Present

Developed a parallelized Monte Carlo simulation engine for tournament outcome estimation, optimizing concurrent execution to achieve 128ms simulation latency. Designed asynchronous backend processing using Akka and concurrent execution patterns, supporting 28 concurrent sessions with robust failure handling. Optimized algorithmic workloads and backend performance to increase simulation throughput while maintaining reliable outcome estimation.

Fullstack-AI/ML Intern

Transaction Analyst Pvt. Ltd.

Mar 2026 - Jun 2026

Contributed to eKYC platform AI/ML integration, building 3 core features across the verification workflow. Reduced eKYC verification processing time by 12% by optimizing backend workflow orchestration. Created and maintained technical documentation for application features, processes, and frontend implementation.

Research Intern

Centre of Cognitive Computing & Computational Intelligence, PES University

Jan 2026 - Feb 2026

Built low-latency STT pipeline (Faster-Whisper) on streaming audio, achieving 1–2s latency at ~90%+ accuracy. Implemented speaker diarization (SpeechBrain ECAPA-TDNN, WebRTC VAD) for speaker-attributed transcripts, achieving ~90% speaker-ID accuracy. Deployed as a Dockerized, event-driven ML service with CI/CD and observability for real-time inference.